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<title>Mapping Organizational Culture Schemas Based On Correlational Class Analysis: A Tutorial</title>

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) 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      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
</script>
<script>(function() {
  // If window.HTMLWidgets is already defined, then use it; otherwise create a
  // new object. This allows preceding code to set options that affect the
  // initialization process (though none currently exist).
  window.HTMLWidgets = window.HTMLWidgets || {};

  // See if we're running in a viewer pane. If not, we're in a web browser.
  var viewerMode = window.HTMLWidgets.viewerMode =
      /\bviewer_pane=1\b/.test(window.location);

  // See if we're running in Shiny mode. If not, it's a static document.
  // Note that static widgets can appear in both Shiny and static modes, but
  // obviously, Shiny widgets can only appear in Shiny apps/documents.
  var shinyMode = window.HTMLWidgets.shinyMode =
      typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;

  // We can't count on jQuery being available, so we implement our own
  // version if necessary.
  function querySelectorAll(scope, selector) {
    if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
      return scope.find(selector);
    }
    if (scope.querySelectorAll) {
      return scope.querySelectorAll(selector);
    }
  }

  function asArray(value) {
    if (value === null)
      return [];
    if ($.isArray(value))
      return value;
    return [value];
  }

  // Implement jQuery's extend
  function extend(target /*, ... */) {
    if (arguments.length == 1) {
      return target;
    }
    for (var i = 1; i < arguments.length; i++) {
      var source = arguments[i];
      for (var prop in source) {
        if (source.hasOwnProperty(prop)) {
          target[prop] = source[prop];
        }
      }
    }
    return target;
  }

  // IE8 doesn't support Array.forEach.
  function forEach(values, callback, thisArg) {
    if (values.forEach) {
      values.forEach(callback, thisArg);
    } else {
      for (var i = 0; i < values.length; i++) {
        callback.call(thisArg, values[i], i, values);
      }
    }
  }

  // Replaces the specified method with the return value of funcSource.
  //
  // Note that funcSource should not BE the new method, it should be a function
  // that RETURNS the new method. funcSource receives a single argument that is
  // the overridden method, it can be called from the new method. The overridden
  // method can be called like a regular function, it has the target permanently
  // bound to it so "this" will work correctly.
  function overrideMethod(target, methodName, funcSource) {
    var superFunc = target[methodName] || function() {};
    var superFuncBound = function() {
      return superFunc.apply(target, arguments);
    };
    target[methodName] = funcSource(superFuncBound);
  }

  // Add a method to delegator that, when invoked, calls
  // delegatee.methodName. If there is no such method on
  // the delegatee, but there was one on delegator before
  // delegateMethod was called, then the original version
  // is invoked instead.
  // For example:
  //
  // var a = {
  //   method1: function() { console.log('a1'); }
  //   method2: function() { console.log('a2'); }
  // };
  // var b = {
  //   method1: function() { console.log('b1'); }
  // };
  // delegateMethod(a, b, "method1");
  // delegateMethod(a, b, "method2");
  // a.method1();
  // a.method2();
  //
  // The output would be "b1", "a2".
  function delegateMethod(delegator, delegatee, methodName) {
    var inherited = delegator[methodName];
    delegator[methodName] = function() {
      var target = delegatee;
      var method = delegatee[methodName];

      // The method doesn't exist on the delegatee. Instead,
      // call the method on the delegator, if it exists.
      if (!method) {
        target = delegator;
        method = inherited;
      }

      if (method) {
        return method.apply(target, arguments);
      }
    };
  }

  // Implement a vague facsimilie of jQuery's data method
  function elementData(el, name, value) {
    if (arguments.length == 2) {
      return el["htmlwidget_data_" + name];
    } else if (arguments.length == 3) {
      el["htmlwidget_data_" + name] = value;
      return el;
    } else {
      throw new Error("Wrong number of arguments for elementData: " +
        arguments.length);
    }
  }

  // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
  function escapeRegExp(str) {
    return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
  }

  function hasClass(el, className) {
    var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
    return re.test(el.className);
  }

  // elements - array (or array-like object) of HTML elements
  // className - class name to test for
  // include - if true, only return elements with given className;
  //   if false, only return elements *without* given className
  function filterByClass(elements, className, include) {
    var results = [];
    for (var i = 0; i < elements.length; i++) {
      if (hasClass(elements[i], className) == include)
        results.push(elements[i]);
    }
    return results;
  }

  function on(obj, eventName, func) {
    if (obj.addEventListener) {
      obj.addEventListener(eventName, func, false);
    } else if (obj.attachEvent) {
      obj.attachEvent(eventName, func);
    }
  }

  function off(obj, eventName, func) {
    if (obj.removeEventListener)
      obj.removeEventListener(eventName, func, false);
    else if (obj.detachEvent) {
      obj.detachEvent(eventName, func);
    }
  }

  // Translate array of values to top/right/bottom/left, as usual with
  // the "padding" CSS property
  // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
  function unpackPadding(value) {
    if (typeof(value) === "number")
      value = [value];
    if (value.length === 1) {
      return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
    }
    if (value.length === 2) {
      return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
    }
    if (value.length === 3) {
      return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
    }
    if (value.length === 4) {
      return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
    }
  }

  // Convert an unpacked padding object to a CSS value
  function paddingToCss(paddingObj) {
    return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
  }

  // Makes a number suitable for CSS
  function px(x) {
    if (typeof(x) === "number")
      return x + "px";
    else
      return x;
  }

  // Retrieves runtime widget sizing information for an element.
  // The return value is either null, or an object with fill, padding,
  // defaultWidth, defaultHeight fields.
  function sizingPolicy(el) {
    var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
    if (!sizingEl)
      return null;
    var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
    if (viewerMode) {
      return sp.viewer;
    } else {
      return sp.browser;
    }
  }

  // @param tasks Array of strings (or falsy value, in which case no-op).
  //   Each element must be a valid JavaScript expression that yields a
  //   function. Or, can be an array of objects with "code" and "data"
  //   properties; in this case, the "code" property should be a string
  //   of JS that's an expr that yields a function, and "data" should be
  //   an object that will be added as an additional argument when that
  //   function is called.
  // @param target The object that will be "this" for each function
  //   execution.
  // @param args Array of arguments to be passed to the functions. (The
  //   same arguments will be passed to all functions.)
  function evalAndRun(tasks, target, args) {
    if (tasks) {
      forEach(tasks, function(task) {
        var theseArgs = args;
        if (typeof(task) === "object") {
          theseArgs = theseArgs.concat([task.data]);
          task = task.code;
        }
        var taskFunc = tryEval(task);
        if (typeof(taskFunc) !== "function") {
          throw new Error("Task must be a function! Source:\n" + task);
        }
        taskFunc.apply(target, theseArgs);
      });
    }
  }

  // Attempt eval() both with and without enclosing in parentheses.
  // Note that enclosing coerces a function declaration into
  // an expression that eval() can parse
  // (otherwise, a SyntaxError is thrown)
  function tryEval(code) {
    var result = null;
    try {
      result = eval(code);
    } catch(error) {
      if (!error instanceof SyntaxError) {
        throw error;
      }
      try {
        result = eval("(" + code + ")");
      } catch(e) {
        if (e instanceof SyntaxError) {
          throw error;
        } else {
          throw e;
        }
      }
    }
    return result;
  }

  function initSizing(el) {
    var sizing = sizingPolicy(el);
    if (!sizing)
      return;

    var cel = document.getElementById("htmlwidget_container");
    if (!cel)
      return;

    if (typeof(sizing.padding) !== "undefined") {
      document.body.style.margin = "0";
      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
    }

    if (sizing.fill) {
      document.body.style.overflow = "hidden";
      document.body.style.width = "100%";
      document.body.style.height = "100%";
      document.documentElement.style.width = "100%";
      document.documentElement.style.height = "100%";
      if (cel) {
        cel.style.position = "absolute";
        var pad = unpackPadding(sizing.padding);
        cel.style.top = pad.top + "px";
        cel.style.right = pad.right + "px";
        cel.style.bottom = pad.bottom + "px";
        cel.style.left = pad.left + "px";
        el.style.width = "100%";
        el.style.height = "100%";
      }

      return {
        getWidth: function() { return cel.offsetWidth; },
        getHeight: function() { return cel.offsetHeight; }
      };

    } else {
      el.style.width = px(sizing.width);
      el.style.height = px(sizing.height);

      return {
        getWidth: function() { return el.offsetWidth; },
        getHeight: function() { return el.offsetHeight; }
      };
    }
  }

  // Default implementations for methods
  var defaults = {
    find: function(scope) {
      return querySelectorAll(scope, "." + this.name);
    },
    renderError: function(el, err) {
      var $el = $(el);

      this.clearError(el);

      // Add all these error classes, as Shiny does
      var errClass = "shiny-output-error";
      if (err.type !== null) {
        // use the classes of the error condition as CSS class names
        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
          return errClass + "-" + type;
        }).join(" ");
      }
      errClass = errClass + " htmlwidgets-error";

      // Is el inline or block? If inline or inline-block, just display:none it
      // and add an inline error.
      var display = $el.css("display");
      $el.data("restore-display-mode", display);

      if (display === "inline" || display === "inline-block") {
        $el.hide();
        if (err.message !== "") {
          var errorSpan = $("<span>").addClass(errClass);
          errorSpan.text(err.message);
          $el.after(errorSpan);
        }
      } else if (display === "block") {
        // If block, add an error just after the el, set visibility:none on the
        // el, and position the error to be on top of the el.
        // Mark it with a unique ID and CSS class so we can remove it later.
        $el.css("visibility", "hidden");
        if (err.message !== "") {
          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
            .css("top", el.offsetTop)
            .css("left", el.offsetLeft)
            // setting width can push out the page size, forcing otherwise
            // unnecessary scrollbars to appear and making it impossible for
            // the element to shrink; so use max-width instead
            .css("maxWidth", el.offsetWidth)
            .css("height", el.offsetHeight);
          errorDiv.text(err.message);
          $el.after(errorDiv);

          // Really dumb way to keep the size/position of the error in sync with
          // the parent element as the window is resized or whatever.
          var intId = setInterval(function() {
            if (!errorDiv[0].parentElement) {
              clearInterval(intId);
              return;
            }
            errorDiv
              .css("top", el.offsetTop)
              .css("left", el.offsetLeft)
              .css("maxWidth", el.offsetWidth)
              .css("height", el.offsetHeight);
          }, 500);
        }
      }
    },
    clearError: function(el) {
      var $el = $(el);
      var display = $el.data("restore-display-mode");
      $el.data("restore-display-mode", null);

      if (display === "inline" || display === "inline-block") {
        if (display)
          $el.css("display", display);
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      } else if (display === "block"){
        $el.css("visibility", "inherit");
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      }
    },
    sizing: {}
  };

  // Called by widget bindings to register a new type of widget. The definition
  // object can contain the following properties:
  // - name (required) - A string indicating the binding name, which will be
  //   used by default as the CSS classname to look for.
  // - initialize (optional) - A function(el) that will be called once per
  //   widget element; if a value is returned, it will be passed as the third
  //   value to renderValue.
  // - renderValue (required) - A function(el, data, initValue) that will be
  //   called with data. Static contexts will cause this to be called once per
  //   element; Shiny apps will cause this to be called multiple times per
  //   element, as the data changes.
  window.HTMLWidgets.widget = function(definition) {
    if (!definition.name) {
      throw new Error("Widget must have a name");
    }
    if (!definition.type) {
      throw new Error("Widget must have a type");
    }
    // Currently we only support output widgets
    if (definition.type !== "output") {
      throw new Error("Unrecognized widget type '" + definition.type + "'");
    }
    // TODO: Verify that .name is a valid CSS classname

    // Support new-style instance-bound definitions. Old-style class-bound
    // definitions have one widget "object" per widget per type/class of
    // widget; the renderValue and resize methods on such widget objects
    // take el and instance arguments, because the widget object can't
    // store them. New-style instance-bound definitions have one widget
    // object per widget instance; the definition that's passed in doesn't
    // provide renderValue or resize methods at all, just the single method
    //   factory(el, width, height)
    // which returns an object that has renderValue(x) and resize(w, h).
    // This enables a far more natural programming style for the widget
    // author, who can store per-instance state using either OO-style
    // instance fields or functional-style closure variables (I guess this
    // is in contrast to what can only be called C-style pseudo-OO which is
    // what we required before).
    if (definition.factory) {
      definition = createLegacyDefinitionAdapter(definition);
    }

    if (!definition.renderValue) {
      throw new Error("Widget must have a renderValue function");
    }

    // For static rendering (non-Shiny), use a simple widget registration
    // scheme. We also use this scheme for Shiny apps/documents that also
    // contain static widgets.
    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
    // Merge defaults into the definition; don't mutate the original definition.
    var staticBinding = extend({}, defaults, definition);
    overrideMethod(staticBinding, "find", function(superfunc) {
      return function(scope) {
        var results = superfunc(scope);
        // Filter out Shiny outputs, we only want the static kind
        return filterByClass(results, "html-widget-output", false);
      };
    });
    window.HTMLWidgets.widgets.push(staticBinding);

    if (shinyMode) {
      // Shiny is running. Register the definition with an output binding.
      // The definition itself will not be the output binding, instead
      // we will make an output binding object that delegates to the
      // definition. This is because we foolishly used the same method
      // name (renderValue) for htmlwidgets definition and Shiny bindings
      // but they actually have quite different semantics (the Shiny
      // bindings receive data that includes lots of metadata that it
      // strips off before calling htmlwidgets renderValue). We can't
      // just ignore the difference because in some widgets it's helpful
      // to call this.renderValue() from inside of resize(), and if
      // we're not delegating, then that call will go to the Shiny
      // version instead of the htmlwidgets version.

      // Merge defaults with definition, without mutating either.
      var bindingDef = extend({}, defaults, definition);

      // This object will be our actual Shiny binding.
      var shinyBinding = new Shiny.OutputBinding();

      // With a few exceptions, we'll want to simply use the bindingDef's
      // version of methods if they are available, otherwise fall back to
      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
      // methods in the future, and we want them to be overrideable by
      // HTMLWidget binding definitions, then we'll need to add them to this
      // list.
      delegateMethod(shinyBinding, bindingDef, "getId");
      delegateMethod(shinyBinding, bindingDef, "onValueChange");
      delegateMethod(shinyBinding, bindingDef, "onValueError");
      delegateMethod(shinyBinding, bindingDef, "renderError");
      delegateMethod(shinyBinding, bindingDef, "clearError");
      delegateMethod(shinyBinding, bindingDef, "showProgress");

      // The find, renderValue, and resize are handled differently, because we
      // want to actually decorate the behavior of the bindingDef methods.

      shinyBinding.find = function(scope) {
        var results = bindingDef.find(scope);

        // Only return elements that are Shiny outputs, not static ones
        var dynamicResults = results.filter(".html-widget-output");

        // It's possible that whatever caused Shiny to think there might be
        // new dynamic outputs, also caused there to be new static outputs.
        // Since there might be lots of different htmlwidgets bindings, we
        // schedule execution for later--no need to staticRender multiple
        // times.
        if (results.length !== dynamicResults.length)
          scheduleStaticRender();

        return dynamicResults;
      };

      // Wrap renderValue to handle initialization, which unfortunately isn't
      // supported natively by Shiny at the time of this writing.

      shinyBinding.renderValue = function(el, data) {
        Shiny.renderDependencies(data.deps);
        // Resolve strings marked as javascript literals to objects
        if (!(data.evals instanceof Array)) data.evals = [data.evals];
        for (var i = 0; data.evals && i < data.evals.length; i++) {
          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
        }
        if (!bindingDef.renderOnNullValue) {
          if (data.x === null) {
            el.style.visibility = "hidden";
            return;
          } else {
            el.style.visibility = "inherit";
          }
        }
        if (!elementData(el, "initialized")) {
          initSizing(el);

          elementData(el, "initialized", true);
          if (bindingDef.initialize) {
            var result = bindingDef.initialize(el, el.offsetWidth,
              el.offsetHeight);
            elementData(el, "init_result", result);
          }
        }
        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
      };

      // Only override resize if bindingDef implements it
      if (bindingDef.resize) {
        shinyBinding.resize = function(el, width, height) {
          // Shiny can call resize before initialize/renderValue have been
          // called, which doesn't make sense for widgets.
          if (elementData(el, "initialized")) {
            bindingDef.resize(el, width, height, elementData(el, "init_result"));
          }
        };
      }

      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
    }
  };

  var scheduleStaticRenderTimerId = null;
  function scheduleStaticRender() {
    if (!scheduleStaticRenderTimerId) {
      scheduleStaticRenderTimerId = setTimeout(function() {
        scheduleStaticRenderTimerId = null;
        window.HTMLWidgets.staticRender();
      }, 1);
    }
  }

  // Render static widgets after the document finishes loading
  // Statically render all elements that are of this widget's class
  window.HTMLWidgets.staticRender = function() {
    var bindings = window.HTMLWidgets.widgets || [];
    forEach(bindings, function(binding) {
      var matches = binding.find(document.documentElement);
      forEach(matches, function(el) {
        var sizeObj = initSizing(el, binding);

        if (hasClass(el, "html-widget-static-bound"))
          return;
        el.className = el.className + " html-widget-static-bound";

        var initResult;
        if (binding.initialize) {
          initResult = binding.initialize(el,
            sizeObj ? sizeObj.getWidth() : el.offsetWidth,
            sizeObj ? sizeObj.getHeight() : el.offsetHeight
          );
          elementData(el, "init_result", initResult);
        }

        if (binding.resize) {
          var lastSize = {
            w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
            h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
          };
          var resizeHandler = function(e) {
            var size = {
              w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
              h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
            };
            if (size.w === 0 && size.h === 0)
              return;
            if (size.w === lastSize.w && size.h === lastSize.h)
              return;
            lastSize = size;
            binding.resize(el, size.w, size.h, initResult);
          };

          on(window, "resize", resizeHandler);

          // This is needed for cases where we're running in a Shiny
          // app, but the widget itself is not a Shiny output, but
          // rather a simple static widget. One example of this is
          // an rmarkdown document that has runtime:shiny and widget
          // that isn't in a render function. Shiny only knows to
          // call resize handlers for Shiny outputs, not for static
          // widgets, so we do it ourselves.
          if (window.jQuery) {
            window.jQuery(document).on(
              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
              resizeHandler
            );
            window.jQuery(document).on(
              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
              resizeHandler
            );
          }

          // This is needed for the specific case of ioslides, which
          // flips slides between display:none and display:block.
          // Ideally we would not have to have ioslide-specific code
          // here, but rather have ioslides raise a generic event,
          // but the rmarkdown package just went to CRAN so the
          // window to getting that fixed may be long.
          if (window.addEventListener) {
            // It's OK to limit this to window.addEventListener
            // browsers because ioslides itself only supports
            // such browsers.
            on(document, "slideenter", resizeHandler);
            on(document, "slideleave", resizeHandler);
          }
        }

        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
        if (scriptData) {
          var data = JSON.parse(scriptData.textContent || scriptData.text);
          // Resolve strings marked as javascript literals to objects
          if (!(data.evals instanceof Array)) data.evals = [data.evals];
          for (var k = 0; data.evals && k < data.evals.length; k++) {
            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
          }
          binding.renderValue(el, data.x, initResult);
          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
        }
      });
    });

    invokePostRenderHandlers();
  }


  function has_jQuery3() {
    if (!window.jQuery) {
      return false;
    }
    var $version = window.jQuery.fn.jquery;
    var $major_version = parseInt($version.split(".")[0]);
    return $major_version >= 3;
  }

  /*
  / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
  / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
  / really means $(setTimeout(fn)).
  / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
  /
  / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
  / one tick later than it did before, which means staticRender() is
  / called renderValue() earlier than (advanced) widget authors might be expecting.
  / https://github.com/rstudio/shiny/issues/2630
  /
  / For a concrete example, leaflet has some methods (e.g., updateBounds)
  / which reference Shiny methods registered in initShiny (e.g., setInputValue).
  / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
  / delay execution of those methods (until Shiny methods are ready)
  / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
  /
  / Ideally widget authors wouldn't need to use this setTimeout() hack that
  / leaflet uses to call Shiny methods on a staticRender(). In the long run,
  / the logic initShiny should be broken up so that method registration happens
  / right away, but binding happens later.
  */
  function maybeStaticRenderLater() {
    if (shinyMode && has_jQuery3()) {
      window.jQuery(window.HTMLWidgets.staticRender);
    } else {
      window.HTMLWidgets.staticRender();
    }
  }

  if (document.addEventListener) {
    document.addEventListener("DOMContentLoaded", function() {
      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
      maybeStaticRenderLater();
    }, false);
  } else if (document.attachEvent) {
    document.attachEvent("onreadystatechange", function() {
      if (document.readyState === "complete") {
        document.detachEvent("onreadystatechange", arguments.callee);
        maybeStaticRenderLater();
      }
    });
  }


  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
    // If no key, default to the first item
    if (typeof(key) === "undefined")
      key = 1;

    var link = document.getElementById(depname + "-" + key + "-attachment");
    if (!link) {
      throw new Error("Attachment " + depname + "/" + key + " not found in document");
    }
    return link.getAttribute("href");
  };

  window.HTMLWidgets.dataframeToD3 = function(df) {
    var names = [];
    var length;
    for (var name in df) {
        if (df.hasOwnProperty(name))
            names.push(name);
        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
            throw new Error("All fields must be arrays");
        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
            throw new Error("All fields must be arrays of the same length");
        }
        length = df[name].length;
    }
    var results = [];
    var item;
    for (var row = 0; row < length; row++) {
        item = {};
        for (var col = 0; col < names.length; col++) {
            item[names[col]] = df[names[col]][row];
        }
        results.push(item);
    }
    return results;
  };

  window.HTMLWidgets.transposeArray2D = function(array) {
      if (array.length === 0) return array;
      var newArray = array[0].map(function(col, i) {
          return array.map(function(row) {
              return row[i]
          })
      });
      return newArray;
  };
  // Split value at splitChar, but allow splitChar to be escaped
  // using escapeChar. Any other characters escaped by escapeChar
  // will be included as usual (including escapeChar itself).
  function splitWithEscape(value, splitChar, escapeChar) {
    var results = [];
    var escapeMode = false;
    var currentResult = "";
    for (var pos = 0; pos < value.length; pos++) {
      if (!escapeMode) {
        if (value[pos] === splitChar) {
          results.push(currentResult);
          currentResult = "";
        } else if (value[pos] === escapeChar) {
          escapeMode = true;
        } else {
          currentResult += value[pos];
        }
      } else {
        currentResult += value[pos];
        escapeMode = false;
      }
    }
    if (currentResult !== "") {
      results.push(currentResult);
    }
    return results;
  }
  // Function authored by Yihui/JJ Allaire
  window.HTMLWidgets.evaluateStringMember = function(o, member) {
    var parts = splitWithEscape(member, '.', '\\');
    for (var i = 0, l = parts.length; i < l; i++) {
      var part = parts[i];
      // part may be a character or 'numeric' member name
      if (o !== null && typeof o === "object" && part in o) {
        if (i == (l - 1)) { // if we are at the end of the line then evalulate
          if (typeof o[part] === "string")
            o[part] = tryEval(o[part]);
        } else { // otherwise continue to next embedded object
          o = o[part];
        }
      }
    }
  };

  // Retrieve the HTMLWidget instance (i.e. the return value of an
  // HTMLWidget binding's initialize() or factory() function)
  // associated with an element, or null if none.
  window.HTMLWidgets.getInstance = function(el) {
    return elementData(el, "init_result");
  };

  // Finds the first element in the scope that matches the selector,
  // and returns the HTMLWidget instance (i.e. the return value of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with that element, if any. If no element matches the
  // selector, or the first matching element has no HTMLWidget
  // instance associated with it, then null is returned.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.find = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var el = scope.querySelector(selector);
    if (el === null) {
      return null;
    } else {
      return window.HTMLWidgets.getInstance(el);
    }
  };

  // Finds all elements in the scope that match the selector, and
  // returns the HTMLWidget instances (i.e. the return values of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with the elements, in an array. If elements that
  // match the selector don't have an associated HTMLWidget
  // instance, the returned array will contain nulls.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.findAll = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var nodes = scope.querySelectorAll(selector);
    var results = [];
    for (var i = 0; i < nodes.length; i++) {
      results.push(window.HTMLWidgets.getInstance(nodes[i]));
    }
    return results;
  };

  var postRenderHandlers = [];
  function invokePostRenderHandlers() {
    while (postRenderHandlers.length) {
      var handler = postRenderHandlers.shift();
      if (handler) {
        handler();
      }
    }
  }

  // Register the given callback function to be invoked after the
  // next time static widgets are rendered.
  window.HTMLWidgets.addPostRenderHandler = function(callback) {
    postRenderHandlers.push(callback);
  };

  // Takes a new-style instance-bound definition, and returns an
  // old-style class-bound definition. This saves us from having
  // to rewrite all the logic in this file to accomodate both
  // types of definitions.
  function createLegacyDefinitionAdapter(defn) {
    var result = {
      name: defn.name,
      type: defn.type,
      initialize: function(el, width, height) {
        return defn.factory(el, width, height);
      },
      renderValue: function(el, x, instance) {
        return instance.renderValue(x);
      },
      resize: function(el, width, height, instance) {
        return instance.resize(width, height);
      }
    };

    if (defn.find)
      result.find = defn.find;
    if (defn.renderError)
      result.renderError = defn.renderError;
    if (defn.clearError)
      result.clearError = defn.clearError;

    return result;
  }
})();

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<style type="text/css">body.theme-dark {
background-color: #333 !important;
}
.link {
fill: none;
}
.theme-dark .link {
}
.d3heatmap {
position: relative;
width: 820px;
height: 700px;
overflow: hidden;
}
.d3heatmap .domain {
fill: none;
stroke: none;
}
.d3heatmap .axis {
overflow: hidden;
}
.d3heatmap .axis line {
fill: none;
stroke: #AAA;
stroke-width: 1px;
shape-rendering: crispEdges;
}
.d3heatmap .axis text, .d3heatmap-tip {
font-size: 15px;
font-family: Ubuntu Sans, Segoe UI, Lucida Grande, sans-serif;
}
.d3heatmap .axis rect {
cursor: pointer;
}
.inner {
position: relative;
}
.info {
position: absolute;
left: 20px;
top: 90px;
width: 160px;
height: 140px;
text-align: right;
font-size: 40px;
padding-top: 118px;
}
.d3heatmap text {
cursor: default;
}
.d3heatmap .brush .extent{
fill-opacity: 0.15;
stroke-width: 1px;
}
.colDend {
position: absolute;
overflow: hidden;
}
.rowDend {
position: absolute;
overflow: hidden;
}
.colormap {
position: absolute;
overflow: hidden;
}
.theme-dark text {
fill: #E2E2E2;
}
.highlighting .colormap .datapt {
opacity: 0.2;
}
.highlighting .colormap .datapt.highlight {
opacity: 1;
}
.highlighting .axis g.tick.faded {
opacity: 0.4 !important;
}
.d3heatmap-tip {
font-size: 13px;
color: white;
background-color: #444;
padding: 6px 12px;
box-shadow: 3px 3px 5px 0px rgba(0, 0, 0, 0.22);
}
.theme-dark .d3heatmap-tip {
background-color: white;
color: #444;
}
.d3heatmap-tip table {
border-collapse: separate;
border-spacing: 2px;
}
.d3heatmap-tip th, .d3heatmap-tip td {
padding: 0 1px;
}
</style>
<script>function heatmap(selector, data, options) {

  // ==== BEGIN HELPERS =================================
  
  function htmlEscape(str) {
    return (str+"").replace(/&/g, "&amp;").replace(/</g, "&lt;").replace(/>/g, "&gt;");
  }
  
  // Given a list of widths/heights and a total width/height, provides
  // easy access to the absolute top/left/width/height of any individual
  // grid cell. Optionally, a single cell can be specified as a "fill"
  // cell, meaning it will take up any remaining width/height.
  // 
  // rows and cols are arrays that contain numeric pixel dimensions,
  // and up to one "*" value.
  function GridSizer(widths, heights, /*optional*/ totalWidth, /*optional*/ totalHeight) {
    this.widths = widths;
    this.heights = heights;
  
    var fillColIndex = null;
    var fillRowIndex = null;
    var usedWidth = 0;
    var usedHeight = 0;
    var i;
    for (i = 0; i < widths.length; i++) {
      if (widths[i] === "*") {
        if (fillColIndex !== null) {
          throw new Error("Only one column can be designated as fill");
        }
        fillColIndex = i;
      } else {
        usedWidth += widths[i];
      }
    }
    if (fillColIndex !== null) {
      widths[fillColIndex] = totalWidth - usedWidth;
    } else {
      if (typeof(totalWidth) === "number" && totalWidth !== usedWidth) {
        throw new Error("Column widths don't add up to total width");
      }
    }
    for (i = 0; i < heights.length; i++) {
      if (heights[i] === "*") {
        if (fillRowIndex !== null) {
          throw new Error("Only one row can be designated as fill");
        }
        fillRowIndex = i;
      } else {
        usedHeight += heights[i];
      }
    }
    if (fillRowIndex !== null) {
      heights[fillRowIndex] = totalHeight - usedHeight;
    } else {
      if (typeof(totalHeight) === "number" && totalHeight !== usedHeight) {
        throw new Error("Column heights don't add up to total height");
      }
    }
  }
  
  GridSizer.prototype.getCellBounds = function(x, y) {
    if (x < 0 || x >= this.widths.length || y < 0 || y >= this.heights.length)
      throw new Error("Invalid cell bounds");
  
    var left = 0;
    for (var i = 0; i < x; i++) {
      left += this.widths[i];
    }
  
    var top = 0;
    for (var j = 0; j < y; j++) {
      top += this.heights[j];
    }
  
    return {
      width: this.widths[x],
      height: this.heights[y],
      top: top,
      left: left
    }
  }
  
  // ==== END HELPERS ===================================


  var el = d3.select(selector);

  var bbox = el.node().getBoundingClientRect();

  var Controller = function() {
    this._events = d3.dispatch("highlight", "datapoint_hover", "transform");
    this._highlight = {x: null, y: null};
    this._datapoint_hover = {x: null, y: null, value: null};
    this._transform = null;
  };
  (function() {
    this.highlight = function(x, y) {
      // Copy for safety
      if (!arguments.length) return {x: this._highlight.x, y: this._highlight.y};

      if (arguments.length == 1) {
        this._highlight = x;
      } else {
        this._highlight = {x: x, y: y};
      }
      this._events.highlight.call(this, this._highlight);
    };

    this.datapoint_hover = function(_) {
      if (!arguments.length) return this._datapoint_hover;
      
      this._datapoint_hover = _;
      this._events.datapoint_hover.call(this, _);
    };

    this.transform = function(_) {
      if (!arguments.length) return this._transform;
      this._transform = _;
      this._events.transform.call(this, _);
    };

    this.on = function(evt, callback) {
      this._events.on(evt, callback);
    };
  }).call(Controller.prototype);

  var controller = new Controller();

  // Set option defaults
  var opts = {};
  options = options || {};
  opts.width = options.width || bbox.width;
  opts.height = options.height || bbox.height;
  opts.xclust_height = options.xclust_height || opts.height * 0.12;
  opts.yclust_width = options.yclust_width || opts.width * 0.12;
  opts.link_color = opts.link_color || "#AAA";
  opts.xaxis_height = options.xaxis_height || 80;
  opts.yaxis_width = options.yaxis_width || 120;
  opts.axis_padding = options.axis_padding || 6;
  opts.show_grid = options.show_grid;
  if (typeof(opts.show_grid) === 'undefined') {
    opts.show_grid = true;
  }
  opts.brush_color = options.brush_color || "#0000FF";
  opts.xaxis_font_size = options.xaxis_font_size;
  opts.yaxis_font_size = options.yaxis_font_size;
  opts.anim_duration = options.anim_duration;
  if (typeof(opts.anim_duration) === 'undefined') {
    opts.anim_duration = 500;
  }

  if (!data.rows) {
    opts.yclust_width = 0;
  }
  if (!data.cols) {
    opts.xclust_height = 0;
  }
  
  var gridSizer = new GridSizer(
    [opts.yclust_width, "*", opts.yaxis_width],
    [opts.xclust_height, "*", opts.xaxis_height],
    opts.width,
    opts.height
  );

  var colormapBounds = gridSizer.getCellBounds(1, 1);
  var colDendBounds = gridSizer.getCellBounds(1, 0);
  var rowDendBounds = gridSizer.getCellBounds(0, 1);
  var yaxisBounds = gridSizer.getCellBounds(2, 1);
  var xaxisBounds = gridSizer.getCellBounds(1, 2);

  function cssify(styles) {
    return {
      position: "absolute",
      top: styles.top + "px",
      left: styles.left + "px",
      width: styles.width + "px",
      height: styles.height + "px"
    };
  }

  // Create DOM structure
  (function() {
    var inner = el.append("div").classed("inner", true);
    var info = inner.append("div").classed("info", true);
    var colDend = inner.append("svg").classed("dendrogram colDend", true).style(cssify(colDendBounds));
    var rowDend = inner.append("svg").classed("dendrogram rowDend", true).style(cssify(rowDendBounds));
    var colmap = inner.append("svg").classed("colormap", true).style(cssify(colormapBounds));
    var xaxis = inner.append("svg").classed("axis xaxis", true).style(cssify(xaxisBounds));
    var yaxis = inner.append("svg").classed("axis yaxis", true).style(cssify(yaxisBounds));
    
    // Hack the width of the x-axis to allow x-overflow of rotated labels; the
    // QtWebkit viewer won't allow svg elements to overflow:visible.
    xaxis.style("width", (opts.width - opts.yclust_width) + "px");
    xaxis
      .append("defs")
        .append("clipPath").attr("id", "xaxis-clip")
          .append("polygon")
            .attr("points", "" + [
              [0, 0],
              [xaxisBounds.width, 0],
              [xaxisBounds.width + yaxisBounds.width, xaxisBounds.height],
              [0, xaxisBounds.height]
            ]);
    xaxis.node(0).setAttribute("clip-path", "url(#xaxis-clip)");

    inner.on("click", function() {
      controller.highlight(null, null);
    });
    controller.on('highlight.inner', function(hl) {
      inner.classed('highlighting',
        typeof(hl.x) === 'number' || typeof(hl.y) === 'number');
    });
  })();
  
  var row = !data.rows ? null : dendrogram(el.select('svg.rowDend'), data.rows, false, rowDendBounds.width, rowDendBounds.height, opts.axis_padding);
  var col = !data.cols ? null : dendrogram(el.select('svg.colDend'), data.cols, true, colDendBounds.width, colDendBounds.height, opts.axis_padding);
  var colormap = colormap(el.select('svg.colormap'), data.matrix, colormapBounds.width, colormapBounds.height);
  var xax = axisLabels(el.select('svg.xaxis'), data.cols || data.matrix.cols, true, xaxisBounds.width, xaxisBounds.height, opts.axis_padding);
  var yax = axisLabels(el.select('svg.yaxis'), data.rows || data.matrix.rows, false, yaxisBounds.width, yaxisBounds.height, opts.axis_padding);
  
  function colormap(svg, data, width, height) {
    // Check for no data
    if (data.length === 0)
      return function() {};

	if (!opts.show_grid) {
      svg.style("shape-rendering", "crispEdges");
	}
 
    var cols = data.dim[1];
    var rows = data.dim[0];
    
    var merged = data.merged;
    
    var x = d3.scale.linear().domain([0, cols]).range([0, width]);
    var y = d3.scale.linear().domain([0, rows]).range([0, height]);
    var tip = d3.tip()
        .attr('class', 'd3heatmap-tip')
        .html(function(d, i) {
          return "<table>" + 
            "<tr><th align=\"right\">Row</th><td>" + htmlEscape(data.rows[d.row]) + "</td></tr>" +
            "<tr><th align=\"right\">Column</th><td>" + htmlEscape(data.cols[d.col]) + "</td></tr>" +
            "<tr><th align=\"right\">Value</th><td>" + htmlEscape(d.label) + "</td></tr>" +
            "</table>";
        })
        .direction("se")
        .style("position", "fixed");
    
    var brush = d3.svg.brush()
        .x(x)
        .y(y)
        .clamp([true, true])
        .on('brush', function() {
          var extent = brush.extent();
          extent[0][0] = Math.round(extent[0][0]);
          extent[0][1] = Math.round(extent[0][1]);
          extent[1][0] = Math.round(extent[1][0]);
          extent[1][1] = Math.round(extent[1][1]);
          d3.select(this).call(brush.extent(extent));
        })
        .on('brushend', function() {

          if (brush.empty()) {
            controller.transform({
              scale: [1,1],
              translate: [0,0],
              extent: [[0,0],[cols,rows]]
            });
          } else {
            var tf = controller.transform();
            var ex = brush.extent();
            var scale = [
              cols / (ex[1][0] - ex[0][0]),
              rows / (ex[1][1] - ex[0][1])
            ];
            var translate = [
              ex[0][0] * (width / cols) * scale[0] * -1,
              ex[0][1] * (height / rows) * scale[1] * -1
            ];
            controller.transform({scale: scale, translate: translate, extent: ex});
          }
          brush.clear();
          d3.select(this).call(brush).select(".brush .extent")
              .style({fill: opts.brush_color, stroke: opts.brush_color});
        });

    svg = svg
        .attr("width", width)
        .attr("height", height);
    var rect = svg.selectAll("rect").data(merged);
    rect.enter().append("rect").classed("datapt", true)
        .property("colIndex", function(d, i) { return i % cols; })
        .property("rowIndex", function(d, i) { return Math.floor(i / cols); })
        .property("value", function(d, i) { return d.value; })
        .attr("fill", function(d) {
          if (!d.color) {
            return "transparent";
          }
          return d.color;
        });
    rect.exit().remove();
    rect.append("title")
        .text(function(d, i) { return d.label; });
    rect.call(tip);

    var spacing;
    if (typeof(opts.show_grid) === 'number') {
      spacing = opts.show_grid;
    } else if (!!opts.show_grid) {
      spacing = 0.25;
    } else {
      spacing = 0;
    }
    function draw(selection) {
      selection
          .attr("x", function(d, i) {
            return x(i % cols);
          })
          .attr("y", function(d, i) {
            return y(Math.floor(i / cols));
          })
          .attr("width", (x(1) - x(0)) - spacing)
          .attr("height", (y(1) - y(0)) - spacing);
    }

    draw(rect);

    controller.on('transform.colormap', function(_) {
      x.range([_.translate[0], width * _.scale[0] + _.translate[0]]);
      y.range([_.translate[1], height * _.scale[1] + _.translate[1]]);
      draw(rect.transition().duration(opts.anim_duration).ease("linear"));
    });
    

    var brushG = svg.append("g")
        .attr('class', 'brush')
        .call(brush)
        .call(brush.event);
    brushG.select("rect.background")
        .on("mouseenter", function() {
          tip.style("display", "block");
        })
        .on("mousemove", function() {
          var e = d3.event;
          var offsetX = d3.event.offsetX;
          var offsetY = d3.event.offsetY;
          if (typeof(offsetX) === "undefined") {
            // Firefox 38 and earlier
            var target = e.target || e.srcElement;
            var rect = target.getBoundingClientRect();
            offsetX = e.clientX - rect.left,
            offsetY = e.clientY - rect.top;
          }
          
          var col = Math.floor(x.invert(offsetX));
          var row = Math.floor(y.invert(offsetY));
          var label = merged[row*cols + col].label;
          tip.show({col: col, row: row, label: label}).style({
            top: d3.event.clientY + 15 + "px",
            left: d3.event.clientX + 15 + "px",
            opacity: 0.9
          });
          controller.datapoint_hover({col:col, row:row, label:label});
        })
        .on("mouseleave", function() {
          tip.hide().style("display", "none");
          controller.datapoint_hover(null);
        });

    controller.on('highlight.datapt', function(hl) {
      rect.classed('highlight', function(d, i) {
        return (this.rowIndex === hl.y) || (this.colIndex === hl.x);
      });
    });
  }

  function axisLabels(svg, data, rotated, width, height, padding) {
    svg = svg.append('g');

    // The data variable is either cluster info, or a flat list of names.
    // If the former, transform it to simply a list of names.
    var leaves;
    if (data.children) {
      leaves = d3.layout.cluster().nodes(data)
          .filter(function(x) { return !x.children; })
          .map(function(x) { return x.label + ""; });
    } else if (data.length) {
      leaves = data;
    }
    
    // Define scale, axis
    var scale = d3.scale.ordinal()
        .domain(leaves)
        .rangeBands([0, rotated ? width : height]);
    var axis = d3.svg.axis()
        .scale(scale)
        .orient(rotated ? "bottom" : "right")
        .outerTickSize(0)
        .tickPadding(padding)
        .tickValues(leaves);

    // Create the actual axis
    var axisNodes = svg.append("g")
        .attr("transform", rotated ? "translate(0," + padding + ")" : "translate(" + padding + ",0)")
        .call(axis);
    var fontSize = opts[(rotated ? 'x' : 'y') + 'axis_font_size']
        || Math.min(18, Math.max(9, scale.rangeBand() - (rotated ? 11: 8))) + "px";
    axisNodes.selectAll("text").style("font-size", fontSize);
    
    var mouseTargets = svg.append("g")
      .selectAll("g").data(leaves);
    mouseTargets
      .enter()
        .append("g").append("rect")
          .attr("transform", rotated ? "rotate(45),translate(0,0)" : "")
          .attr("fill", "transparent")
          .on("click", function(d, i) {
            var dim = rotated ? 'x' : 'y';
            var hl = controller.highlight() || {x:null, y:null};
            if (hl[dim] == i) {
              // If clicked already-highlighted row/col, then unhighlight
              hl[dim] = null;
              controller.highlight(hl);
            } else {
              hl[dim] = i;
              controller.highlight(hl);
            }
            d3.event.stopPropagation();
          });
    function layoutMouseTargets(selection) {
      selection
          .attr("transform", function(d, i) {
            var x = rotated ? scale(d) + scale.rangeBand()/2 : 0;
            var y = rotated ? padding + 6 : scale(d);
            return "translate(" + x + "," + y + ")";
          })
        .selectAll("rect")
          .attr("height", scale.rangeBand() / (rotated ? 1.414 : 1))
          .attr("width", rotated ? height * 1.414 * 1.2 : width);
    }
    layoutMouseTargets(mouseTargets);

    if (rotated) {
      axisNodes.selectAll("text")
        .attr("transform", "rotate(45),translate(6, 0)")
        .style("text-anchor", "start");
    }
    
    controller.on('highlight.axis-' + (rotated ? 'x' : 'y'), function(hl) {
      var ticks = axisNodes.selectAll('.tick');
      var selected = hl[rotated ? 'x' : 'y'];
      if (typeof(selected) !== 'number') {
        ticks.classed('faded', false);
        return;
      }
      ticks.classed('faded', function(d, i) {
        return i !== selected;
      });
    });

    controller.on('transform.axis-' + (rotated ? 'x' : 'y'), function(_) {
      var dim = rotated ? 0 : 1;
      //scale.domain(leaves.slice(_.extent[0][dim], _.extent[1][dim]));
      var rb = [_.translate[dim], (rotated ? width : height) * _.scale[dim] + _.translate[dim]];
      scale.rangeBands(rb);
      var tAxisNodes = axisNodes.transition().duration(opts.anim_duration).ease('linear');
      tAxisNodes.call(axis);
      // Set text-anchor on the non-transitioned node to prevent jumpiness
      // in RStudio Viewer pane
      axisNodes.selectAll("text").style("text-anchor", "start");
      tAxisNodes.selectAll("g")
          .style("opacity", function(d, i) {
            if (i >= _.extent[0][dim] && i < _.extent[1][dim]) {
              return 1;
            } else {
              return 0;
            }
          });
      tAxisNodes
        .selectAll("text")
          .style("text-anchor", "start");
      mouseTargets.transition().duration(opts.anim_duration).ease('linear')
          .call(layoutMouseTargets)
          .style("opacity", function(d, i) {
            if (i >= _.extent[0][dim] && i < _.extent[1][dim]) {
              return 1;
            } else {
              return 0;
            }
          });
    });

  }
  
  function edgeStrokeWidth(node) {
    if (node.edgePar && node.edgePar.lwd)
      return node.edgePar.lwd;
    else
      return 1;
  }
  
  function maxChildStrokeWidth(node, recursive) {
    var max = 0;
    for (var i = 0; i < node.children.length; i++) {
      if (recursive) {
        max = Math.max(max, maxChildStrokeWidth(node.children[i], true));
      }
      max = Math.max(max, edgeStrokeWidth(node.children[i]));
    }
    return max;
  }
  
  function dendrogram(svg, data, rotated, width, height, padding) {
    var topLineWidth = maxChildStrokeWidth(data, false);
    
    var x = d3.scale.linear()
        .domain([data.height, 0])
        .range([topLineWidth/2, width-padding]);
    var y = d3.scale.linear()
        .domain([0, height])
        .range([0, height]);
    
    var cluster = d3.layout.cluster()
        .separation(function(a, b) { return 1; })
        .size([rotated ? width : height, NaN]);
    
    var transform = "translate(1,0)";
    if (rotated) {
      // Flip dendrogram vertically
      x.range([topLineWidth/2, -height+padding+2]);
      // Rotate
      transform = "rotate(-90) translate(-2,0)";
    }

    var dendrG = svg
        .attr("width", width)
        .attr("height", height)
      .append("g")
        .attr("transform", transform);
    
    var nodes = cluster.nodes(data),
        links = cluster.links(nodes);

    // I'm not sure why, but after the heatmap loads the "links"
    // array mutates to much smaller values. I can't figure out
    // what's doing it, so instead we just make a deep copy of
    // the parts we want.
    var links1 = links.map(function(link, i) {
      return {
        source: {x: link.source.x, y: link.source.height},
        target: {x: link.target.x, y: link.target.height},
        edgePar: link.target.edgePar
      };
    });
    
    var lines = dendrG.selectAll("polyline").data(links1);
    lines
      .enter().append("polyline")
        .attr("class", "link")
        .attr("stroke", function(d, i) {
          if (!d.edgePar.col) {
            return opts.link_color;
          } else {
            return d.edgePar.col;
          }
        })
        .attr("stroke-width", edgeStrokeWidth)
        .attr("stroke-dasharray", function(d, i) {
          var pattern;
          switch (d.edgePar.lty) {
            case 6:
              pattern = [3,3,5,3];
              break;
            case 5:
              pattern = [15,5];
              break;
            case 4:
              pattern = [2,4,4,4];
              break;
            case 3:
              pattern = [2,4];
              break;
            case 2:
              pattern = [4,4];
              break;
            case 1:
            default:
              pattern = [];
              break;
          }
          for (var i = 0; i < pattern.length; i++) {
            pattern[i] = pattern[i] * (d.edgePar.lwd || 1);
          }
          return pattern.join(",");
        });

    function draw(selection) {
      function elbow(d, i) {
        return x(d.source.y) + "," + y(d.source.x) + " " +
            x(d.source.y) + "," + y(d.target.x) + " " +
            x(d.target.y) + "," + y(d.target.x);
      }
      
      selection
          .attr("points", elbow);
    }

    controller.on('transform.dendr-' + (rotated ? 'x' : 'y'), function(_) {
      var scaleBy = _.scale[rotated ? 0 : 1];
      var translateBy = _.translate[rotated ? 0 : 1];
      y.range([translateBy, height * scaleBy + translateBy]);
      draw(lines.transition().duration(opts.anim_duration).ease("linear"));
    });

    draw(lines);
  }

 
  var dispatcher = d3.dispatch('hover', 'click');
  
  controller.on("datapoint_hover", function(_) {
    dispatcher.hover({data: _});
  });
  
  function on_col_label_mouseenter(e) {
    controller.highlight(+d3.select(this).attr("index"), null);
  }
  function on_col_label_mouseleave(e) {
    controller.highlight(null, null);
  }
  function on_row_label_mouseenter(e) {
    controller.highlight(null, +d3.select(this).attr("index"));
  }
  function on_row_label_mouseleave(e) {
    controller.highlight(null, null);
  }

  return {
    on: function(type, listener) {
      dispatcher.on(type, listener);
      return this;
    }
  };
}
</script>
<script>// d3.tip
// Copyright (c) 2013 Justin Palmer
//
// Tooltips for d3.js SVG visualizations

(function (root, factory) {
  if (typeof define === 'function' && define.amd) {
    // AMD. Register as an anonymous module with d3 as a dependency.
    define(['d3'], factory)
  } else if (typeof module === 'object' && module.exports) {
    // CommonJS
    module.exports = function(d3) {
      d3.tip = factory(d3)
      return d3.tip
    }
  } else {
    // Browser global.
    root.d3.tip = factory(root.d3)
  }
}(this, function (d3) {

  // Public - contructs a new tooltip
  //
  // Returns a tip
  return function() {
    var direction = d3_tip_direction,
        offset    = d3_tip_offset,
        html      = d3_tip_html,
        node      = initNode(),
        svg       = null,
        point     = null,
        target    = null

    function tip(vis) {
      svg = getSVGNode(vis)
      point = svg.createSVGPoint()
      document.body.appendChild(node)
    }

    // Public - show the tooltip on the screen
    //
    // Returns a tip
    tip.show = function() {
      var args = Array.prototype.slice.call(arguments)
      if(args[args.length - 1] instanceof SVGElement) target = args.pop()

      var content = html.apply(this, args),
          poffset = offset.apply(this, args),
          dir     = direction.apply(this, args),
          nodel   = d3.select(node),
          i       = directions.length,
          coords,
          scrollTop  = document.documentElement.scrollTop || document.body.scrollTop,
          scrollLeft = document.documentElement.scrollLeft || document.body.scrollLeft

      nodel.html(content)
        .style({ opacity: 1, 'pointer-events': 'all' })

      while(i--) nodel.classed(directions[i], false)
      coords = direction_callbacks.get(dir).apply(this)
      nodel.classed(dir, true).style({
        top: (coords.top +  poffset[0]) + scrollTop + 'px',
        left: (coords.left + poffset[1]) + scrollLeft + 'px'
      })

      return tip
    }

    // Public - hide the tooltip
    //
    // Returns a tip
    tip.hide = function() {
      var nodel = d3.select(node)
      nodel.style({ opacity: 0, 'pointer-events': 'none' })
      return tip
    }

    // Public: Proxy attr calls to the d3 tip container.  Sets or gets attribute value.
    //
    // n - name of the attribute
    // v - value of the attribute
    //
    // Returns tip or attribute value
    tip.attr = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return d3.select(node).attr(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.attr.apply(d3.select(node), args)
      }

      return tip
    }

    // Public: Proxy style calls to the d3 tip container.  Sets or gets a style value.
    //
    // n - name of the property
    // v - value of the property
    //
    // Returns tip or style property value
    tip.style = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return d3.select(node).style(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.style.apply(d3.select(node), args)
      }

      return tip
    }

    // Public: Set or get the direction of the tooltip
    //
    // v - One of n(north), s(south), e(east), or w(west), nw(northwest),
    //     sw(southwest), ne(northeast) or se(southeast)
    //
    // Returns tip or direction
    tip.direction = function(v) {
      if (!arguments.length) return direction
      direction = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: Sets or gets the offset of the tip
    //
    // v - Array of [x, y] offset
    //
    // Returns offset or
    tip.offset = function(v) {
      if (!arguments.length) return offset
      offset = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: sets or gets the html value of the tooltip
    //
    // v - String value of the tip
    //
    // Returns html value or tip
    tip.html = function(v) {
      if (!arguments.length) return html
      html = v == null ? v : d3.functor(v)

      return tip
    }

    function d3_tip_direction() { return 'n' }
    function d3_tip_offset() { return [0, 0] }
    function d3_tip_html() { return ' ' }

    var direction_callbacks = d3.map({
      n:  direction_n,
      s:  direction_s,
      e:  direction_e,
      w:  direction_w,
      nw: direction_nw,
      ne: direction_ne,
      sw: direction_sw,
      se: direction_se
    }),

    directions = direction_callbacks.keys()

    function direction_n() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.n.y - node.offsetHeight,
        left: bbox.n.x - node.offsetWidth / 2
      }
    }

    function direction_s() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.s.y,
        left: bbox.s.x - node.offsetWidth / 2
      }
    }

    function direction_e() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.e.y - node.offsetHeight / 2,
        left: bbox.e.x
      }
    }

    function direction_w() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.w.y - node.offsetHeight / 2,
        left: bbox.w.x - node.offsetWidth
      }
    }

    function direction_nw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.nw.y - node.offsetHeight,
        left: bbox.nw.x - node.offsetWidth
      }
    }

    function direction_ne() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.ne.y - node.offsetHeight,
        left: bbox.ne.x
      }
    }

    function direction_sw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.sw.y,
        left: bbox.sw.x - node.offsetWidth
      }
    }

    function direction_se() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.se.y,
        left: bbox.e.x
      }
    }

    function initNode() {
      var node = d3.select(document.createElement('div'))
      node.style({
        position: 'absolute',
        top: 0,
        opacity: 0,
        'pointer-events': 'none',
        'box-sizing': 'border-box'
      })

      return node.node()
    }

    function getSVGNode(el) {
      el = el.node()
      if(el.tagName.toLowerCase() === 'svg')
        return el

      return el.ownerSVGElement
    }

    // Private - gets the screen coordinates of a shape
    //
    // Given a shape on the screen, will return an SVGPoint for the directions
    // n(north), s(south), e(east), w(west), ne(northeast), se(southeast), nw(northwest),
    // sw(southwest).
    //
    //    +-+-+
    //    |   |
    //    +   +
    //    |   |
    //    +-+-+
    //
    // Returns an Object {n, s, e, w, nw, sw, ne, se}
    function getScreenBBox() {
      var targetel   = target || d3.event.target,
          bbox       = {},
          matrix     = targetel.getScreenCTM(),
          tbbox      = targetel.getBBox(),
          width      = tbbox.width,
          height     = tbbox.height,
          x          = tbbox.x,
          y          = tbbox.y

      point.x = x
      point.y = y
      bbox.nw = point.matrixTransform(matrix)
      point.x += width
      bbox.ne = point.matrixTransform(matrix)
      point.y += height
      bbox.se = point.matrixTransform(matrix)
      point.x -= width
      bbox.sw = point.matrixTransform(matrix)
      point.y -= height / 2
      bbox.w  = point.matrixTransform(matrix)
      point.x += width
      bbox.e = point.matrixTransform(matrix)
      point.x -= width / 2
      point.y -= height / 2
      bbox.n = point.matrixTransform(matrix)
      point.y += height
      bbox.s = point.matrixTransform(matrix)

      return bbox
    }

    return tip
  };

}));
</script>
<script>HTMLWidgets.widget({

  name: 'd3heatmap',

  type: 'output',

  initialize: function(el, width, height) {

    return {
      lastTheme: null,
      lastValue: null
    };

  },
  
  renderValue: function(el, x, instance) {
    this.doRenderValue(el, x, instance);
  },

  // Need dedicated helper function that can be called by both renderValue
  // and resize. resize can't call this.renderValue because that will be
  // routed to the Shiny wrapper method from htmlwidgets, which expects the
  // wrapper data object, not x.
  doRenderValue: function(el, x, instance) {
    var self = this;
    
    instance.lastValue = x;
    
    if (instance.lastTheme && instance.lastTheme != x.theme) {
      d3.select(document.body).classed("theme-" + instance.lastTheme, false);
    }
    if (x.theme) {
      d3.select(document.body).classed("theme-" + x.theme, true);
    }

    el.innerHTML = "";
    
    this.loadImage(x.image, function(imgData, w, h) {
      
      if (w !== x.matrix.dim[0] || h !== x.matrix.dim[1]) {
        throw new Error("Color dimensions didn't match data dimensions")
      }
      
      var merged = [];
      for (var i = 0; i < x.matrix.data.length; i++) {
        var r = imgData[i*4];
        var g = imgData[i*4+1];
        var b = imgData[i*4+2];
        var a = imgData[i*4+3];
        merged.push({
          label: x.matrix.data[i],
          color: "rgba(" + [r,g,b,a/255].join(",") + ")"
        })
      }
      x.matrix.merged = merged;
      //console.log(JSON.stringify({merged: x.matrix.merged}, null, "  "));

      var hm = heatmap(el, x, x.options);
      if (window.Shiny) {
        var id = self.getId(el);
        hm.on('hover', function(e) {
          Shiny.onInputChange(id + '_hover', !e.data ? e.data : {
            label: e.data.label,
            row: x.matrix.rows[e.data.row],
            col: x.matrix.cols[e.data.col]
          });
        });
        /* heatmap doesn't currently send click, since it means zoom-out
        hm.on('click', function(e) {
          Shiny.onInputChange(id + '_click', !e.data ? e.data : {
            label: e.data.label,
            row: e.data.row + 1,
            col: e.data.col + 1
          });
        });
        */
  	  }
    });
  },

  resize: function(el, width, height, instance) {
    if (instance.lastValue) {
      this.doRenderValue(el, instance.lastValue, instance);
    }
  },
  
  loadImage: function(uri, callback) {
    var img = new Image();
    img.onload = function() {
      // Save size
      w = img.width;
      h = img.height;

      // Create a dummy canvas to extract the image data
      var imgDataCanvas = document.createElement("canvas");
      imgDataCanvas.width = w;
      imgDataCanvas.height = h;
      imgDataCanvas.style.display = "none";
      document.body.appendChild(imgDataCanvas);

      var imgDataCtx = imgDataCanvas.getContext("2d");
      imgDataCtx.drawImage(img, 0, 0);

      // Save the image data.
      imgData = imgDataCtx.getImageData(0, 0, w, h).data;

      // Done with the canvas, remove it from the page so it can be gc'd.
      document.body.removeChild(imgDataCanvas);
      
      callback(imgData, w, h);
    };
    img.src = uri;
  }

});
</script>

<style type="text/css">code{white-space: pre;}</style>
<style type="text/css">
  pre:not([class]) {
    background-color: white;
  }
</style>
<script type="text/javascript">
if (window.hljs) {
  hljs.configure({languages: []});
  hljs.initHighlightingOnLoad();
  if (document.readyState && document.readyState === "complete") {
    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
  }
}
</script>



<style type="text/css">
h1 {
  font-size: 34px;
}
h1.title {
  font-size: 38px;
}
h2 {
  font-size: 30px;
}
h3 {
  font-size: 24px;
}
h4 {
  font-size: 18px;
}
h5 {
  font-size: 16px;
}
h6 {
  font-size: 12px;
}
.table th:not([align]) {
  text-align: left;
}
</style>




<style type="text/css">
.main-container {
  max-width: 940px;
  margin-left: auto;
  margin-right: auto;
}
code {
  color: inherit;
  background-color: rgba(0, 0, 0, 0.04);
}
img {
  max-width:100%;
}
.tabbed-pane {
  padding-top: 12px;
}
.html-widget {
  margin-bottom: 20px;
}
button.code-folding-btn:focus {
  outline: none;
}
summary {
  display: list-item;
}
</style>



<!-- tabsets -->

<style type="text/css">
.tabset-dropdown > .nav-tabs {
  display: inline-table;
  max-height: 500px;
  min-height: 44px;
  overflow-y: auto;
  background: white;
  border: 1px solid #ddd;
  border-radius: 4px;
}

.tabset-dropdown > .nav-tabs > li.active:before {
  content: "";
  font-family: 'Glyphicons Halflings';
  display: inline-block;
  padding: 10px;
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<h1 class="title toc-ignore">Mapping Organizational Culture Schemas Based On Correlational Class Analysis: A Tutorial</h1>

</div>


<pre class="r"><code>knitr::opts_chunk$set(echo = TRUE)</code></pre>
<p>Purpose: In this script file, we detail all the codes needed to run the correlational class analysis (CCA), for more information see readme file. We generate the correlational classes from a set of previously defined variables, illustrating each of the classes with graphs and heatmaps. In next step, we generate clusters with the same variables used in the CCA, with the intention of demonstrating, then that the classes present different results than other grouping techniques. Finally, we illustrate one application of CCA, dividing the sample according to the classes, running regression models for each one, comparing them.</p>
<p>Loading the necessary packages.</p>
<pre class="r"><code>library(tidyverse) # set of packages &quot;tidy&quot;
library(haven) # package to import data
library(janitor) # package to summarize data
library(readr) # to load data
library(dplyr) # to move organized data
library(corclass) # to partition of the data into separate modules
library(ggplot2) # to create and visualize graphics
library(igraph) # to run network graphics and analysis
library(d3heatmap) # to run interactive heatmaps
library(factoextra) # assists in the construction of graphics
library(irr) # to run reliability tests on interrelated variables
library(gmodels) # package with tools for adjusting models
library(psych) # package with quantitative tools
library(jtools) # package for data analysis and presentation
library(stargazer) # package for regression formatting
library(huxtable) # package to assist in formatting tables
library(gap) # we will use to apply the Chow test</code></pre>
<p>Loading the database.</p>
<pre class="r"><code>Data &lt;- read_sav(&quot;Organizational_Culture_CCA.sav&quot;)</code></pre>
<p>Selecting the variables to run the Correlational Class Analysis (CCA). Forming a new object.</p>
<pre class="r"><code>Data_Class &lt;- select(Data, c(PCoop1,
                                 PCoop2,
                                 PCoop3,
                                 PCoop4,
                                 PCoop6,
                                 PCoop7,
                                 PCoop8,
                                 PCoop9,
                                 PCoop10,
                                 PCoop11,
                                 PCoop12,
                                 PCoop13,
                                 PCoop14,
                                 PCoop15,
                                 PMerit16,
                                 PCoop17,
                                 PMerit18,
                                 PCoop19,
                                 PCoop20,
                                 PMerit22,
                                 PMerit23,
                                 Rig24,
                                 Rig25,
                                 Rig26,
                                 Rig27,
                                 Rig28,
                                 Rig29,
                                 Rig30,
                                 Rig31,
                                 Rig32,
                                 Rig33,
                                 Rig34,
                                 PMerit35,
                                 Rig36,
                                 PMerit40,
                                 PMerit41,
                                 Rig42,
                                 Value45,
                                 Value46,
                                 Value47,
                                 Value48,
                                 Value49,
                                 Value50,
                                 Value52,
                                 Value53,
                                 Value54,
                                 Value55))</code></pre>
<p>Running the CCA with 0.05 of significance.</p>
<pre class="r"><code>cca05 &lt;- cca(Data_Class, filter.significance = TRUE, filter.value = 0.05,
             zero.action = c(&quot;drop&quot;), verbose = TRUE)</code></pre>
<pre><code>## Filtering out correlations for which Pr(|r| != 0) &gt;  0.05 
## CCA found 2 schematic classes. Sizes: 105 102</code></pre>
<p>Defining the classes.</p>
<pre class="r"><code>ccacases05 &lt;- cca05$membership</code></pre>
<p>Adding the class variable (CCA) to the database.</p>
<pre class="r"><code>Data &lt;- Data %&gt;% 
  mutate(CCA = (ccacases05))</code></pre>
<p>Plotting the class charts.</p>
<pre class="r"><code>res1 &lt;- cca05
par(family = &#39;serif&#39;)
plot(res1, 1, cutoff = 0.05, layout.fruchterman.reingold, drop.neg.ties.for.layout = TRUE, main = &#39;Reactive Class&#39;, bw = T)</code></pre>
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" width="672" /></p>
<pre class="r"><code>plot(res1, 2, cutoff = 0.05, layout.fruchterman.reingold, drop.neg.ties.for.layout = TRUE, main = &#39;Resilient Class&#39;, bw = T)</code></pre>
<p><img 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" width="672" /></p>
<p>Analyzing the correlation of the data that compose the classes.</p>
<p>Correlation matrix.</p>
<pre class="r"><code>MatrixCor &lt;- cor(Data_Class, use = &quot;all.obs&quot;, method = &quot;pearson&quot;)</code></pre>
<p>Analyzing the correlation of each class separately. First it is necessary to make a split in the base, separating the data of class 1 and 2.</p>
<pre class="r"><code>Data_Class &lt;-  Data_Class %&gt;% 
  mutate(Class = (ccacases05))
Data_Class1 &lt;- subset(Data_Class, Class==&quot;1&quot;, -  c(Class))
Data_Class2 &lt;- subset(Data_Class, Class==&quot;2&quot;, -  c(Class))
MatrixCor1 &lt;- cor(Data_Class1, use = &quot;all.obs&quot;, method = &quot;pearson&quot;)
MatrixCor2 &lt;- cor(Data_Class2, use = &quot;all.obs&quot;, method = &quot;pearson&quot;)</code></pre>
<p>Testing the equality of correlation matrices between classes and between the total sample by Jennrich’s test (1970).</p>
<pre class="r"><code>cortest.jennrich(MatrixCor1,MatrixCor2, n1= 105, n2= 102)</code></pre>
<pre><code>## $chi2
## [1] 2847.308
## 
## $prob
## [1] 6.463781e-159</code></pre>
<pre class="r"><code>cortest.jennrich(MatrixCor1,MatrixCor, n1= 105, n2= 207)</code></pre>
<pre><code>## $chi2
## [1] 1379.843
## 
## $prob
## [1] 1.522246e-09</code></pre>
<pre class="r"><code>cortest.jennrich(MatrixCor2,MatrixCor, n1= 102, n2= 207)</code></pre>
<pre><code>## $chi2
## [1] 1315.133
## 
## $prob
## [1] 1.145176e-06</code></pre>
<p>Interactive heatmap of the sample correlation matrix, class 1 and class 2. The strongly negative correlations are red and the strongly positive correlations are blue.</p>
<pre class="r"><code>d3heatmap(MatrixCor1, colors = &quot;RdYlBu&quot;, k_row = 2, k_col = 4, xaxis_font_size = 10, yaxis_font_size = 10)</code></pre>
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","theme":null,"options":{"xaxis_height":80,"yaxis_width":120,"xaxis_font_size":10,"yaxis_font_size":10,"brush_color":"#0000FF","show_grid":true,"anim_duration":500}},"evals":[],"jsHooks":[]}</script>
<pre class="r"><code>d3heatmap(MatrixCor2, colors = &quot;RdYlBu&quot;, k_row = 2, k_col = 4, xaxis_font_size = 10, yaxis_font_size = 10)</code></pre>
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","theme":null,"options":{"xaxis_height":80,"yaxis_width":120,"xaxis_font_size":10,"yaxis_font_size":10,"brush_color":"#0000FF","show_grid":true,"anim_duration":500}},"evals":[],"jsHooks":[]}</script>
<p>In order to demonstrate the difference between the CCA and Cluster technique, below we performed a cluster analysis on the same basis and cross-checked with a chi-square test and Kappa to point out the difference between the two.</p>
<p>Running the Cluster technique with Euclidean distance using the Ward method.</p>
<pre class="r"><code>Data_Class &lt;-  subset(Data_Class, select =  -  c(Class))
dd &lt;- dist(scale(Data_Class), method = &quot;euclidean&quot;)
hc &lt;- hclust(dd, method = &quot;ward.D2&quot;)</code></pre>
<p>Scree Plot</p>
<pre class="r"><code>df &lt;- scale(Data_Class)
fviz_nbclust(df, kmeans, method = &quot;wss&quot;)  +
geom_vline(xintercept = 2, linetype = 2) +
theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))</code></pre>
<p><img 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" width="672" /></p>
<p>Introducing the Dendogram chart.</p>
<pre class="r"><code>fviz_dend(hc, k = 2,
cex = 0.5,
main = &quot;&quot;,
          xlab = &quot;Objects&quot;, ylab = &quot;Distance&quot;, sub = &quot;&quot;,
k_colors = c(&quot;#2E9FDF&quot;, &quot;#FC4E07&quot;),
color_labels_by_k = TRUE, 
rect = TRUE,
rect_border = c(&quot;#2E9FDF&quot;, &quot;#FC4E07&quot;),
rect_fill = TRUE,
ggtheme = theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))
)</code></pre>
<p><img 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" width="672" /></p>
<p>Grouping cases into 2 clusters using the K-means method.</p>
<pre class="r"><code>set.seed(123)
km.res &lt;- kmeans(df, 2, nstart = 25)</code></pre>
<p>Defining the cases of each cluster.</p>
<pre class="r"><code>cluster &lt;- km.res$cluster</code></pre>
<p>Adding the cluster variable to the database.</p>
<pre class="r"><code>Data &lt;- Data %&gt;% 
  mutate(Cluster = (cluster))</code></pre>
<p>Cluster plot</p>
<pre class="r"><code>fviz_cluster(km.res, data = Data_Class,
             axes = c(1, 2),
             main = &quot; &quot;,
palette = c(&quot;#E7B800&quot;, &quot;#FC4E07&quot;),
ellipse.type = &quot;norm&quot;,
ellipse.alpha = 0.5,
star.plot = TRUE, 
repel = TRUE, 
ggtheme = theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))
)</code></pre>
<p><img 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width="672" /></p>
<p>Presenting a cross table between clusters and classes, followed by the chi-square test that indicates an association between both variables.</p>
<pre class="r"><code>Crosstab &lt;- with(Data, table(CCA, Cluster))
round(prop.table(Crosstab, margin = 2), 2)</code></pre>
<pre><code>##    Cluster
## CCA    1    2
##   1 0.15 0.75
##   2 0.85 0.25</code></pre>
<pre class="r"><code>par(family = &quot;serif&quot;)
plot(Crosstab)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>chisq.test(Crosstab)</code></pre>
<pre><code>## 
##  Pearson&#39;s Chi-squared test with Yates&#39; continuity correction
## 
## data:  Crosstab
## X-squared = 70.048, df = 1, p-value &lt; 2.2e-16</code></pre>
<p>Selecting the variables representing the cluster and classes to apply the Kappa test that presented a moderate result for the variables classes and cluster.</p>
<pre class="r"><code>Kapa &lt;- subset(Data, select = c(CCA, Cluster))
kappa2(Kapa, weight = &quot;equal&quot;)</code></pre>
<pre><code>##  Cohen&#39;s Kappa for 2 Raters (Weights: equal)
## 
##  Subjects = 207 
##    Raters = 2 
##     Kappa = -0.58 
## 
##         z = -8.51 
##   p-value = 0</code></pre>
<p>Selecting variables for Regression Analysis.</p>
<pre class="r"><code>Data.R &lt;- subset(Data, select = c(Employee_satisfaction_and_appreciation,
                                    Cooperative_professionalism,
                                    Hierarchic_rigidity,
                                    Meritocratic_professionalism,
                                    Company_Age_Log, ISO_14000,
                                    Number_Employees_Log,
                                    CCA)
                                    )</code></pre>
<p>Diagnosis of variables, analyze: normality, linearity, multicollinearity, extreme values (outliers) and homoscedasticity.</p>
<pre class="r"><code>par(family = &quot;serif&quot;)
pairs.panels(Data.R, col=&quot;red&quot;)</code></pre>
<p><img 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AFK3xU6akN3TxZVDyM6PjUq5xNPfvtnzkqNtkN4auuaqm4asfYdjo1iBCM5lNeQoPHbqrAxYuTp6vjktOrnXLtvLnezADR5ciYcyFpS0gL07p9e/iHqt9ItMdN0ExKRG7IBoeus54wAXYruWFga5eqQby/Bz3fx0uqpq2uBuRLi4dtyZD6LdcOxw0gO5TUkaPS2agvUPXA58ixfdHKGym47PSvmAWjy5Ew4kLWkJALo7ltx8nWxXmjX8EYoX4Ca+CQBKqH0LC1Am59rKrRtXM6xXlV3CT1s/1T/7advF/NdvLR7avT+q+7ddTlM/ufjr6PdcEakPzmU16Cg0duqLVD2mCFLkW6ik9Mbao9ZN0/fzQPQ9MmZbiDrSWEClJxFFdV11c9ePvmHC/HFTXH3IuSkmztmik7CIrJCtglwUJIAqP2e+jEbutx2zfm8/k2lcnr39G19vbLfsNWHmU4d2T1Vuqv/xg4mGZdTxzCCkRy318Cg0duqLZD2QCVLcW6ik9OqO7NSHqvqU/YYO3tJzmQD2UhKGoBuL5pu68xvfEdmLGUKUOuF95wA2m/cpXo3ykz3gTr3heYeww6ad8855xWSM0JNToYAVbMU52YsQJftBHRVpSongAYkZ7KBbCQlzSH89ssq5+3v/W5/meI0aIYAdR618wB6NhdAmyG2WUhjrS/1rmK8HbenRh+e93cYbhb1j0mdegbKFACVkpMhQJUsRboZCdDuV7s3H1f7dE4ADUjOVAPZTEoagO5+V/W7/cW7IchYZQdQ/XJQOEDPEgO0vylOPk1Tvj9Xa2sxv5GX4tSR6amrW7bzh83ivPo6knc2MfI0ny85lNegoLHbqvOkXuVd8mZZyZPT2ekydNm2nOUcaOLkTDSQLUlJdBFp85vhfXcIME4ZAvRMyJeEIgBqIWiSi5fyZHOYay5lgDY/Xe9VrJ32e3b1L5aanjq1/Npd1bOIkqBT3kjPSA7lNSRo7LaqZeyBPeUj3cQmp61pT8CtpbkCZ4fOKzkTDWRLUlLdxnTX3760veD9yfLFTNFJWETGDJRHSQqgQu81zk0t261qw19HDaAzjTvPHYbndVVjzHv75ShGMJKT532gw21EcW5ik9NUdBcwZgVo8uRMNJAnBGhyZQlQJiXnAqj1yxL9V22UobZ5PNPDRMhv9yzruvXgcEKAMpKT5zeRvGnxBY1NTqmVfkZ0nvtAkydn2oE83Y30CZUbQKnTnkEAFVq3UW5a2b6uu73ovu+jfCFprm/AUd8v313V+2fzlIaif6hIuBvmcaE3OXl9F75Vm6VoN9HJKYr3nzaRd/86mMnku/C9n/1/Fx4AdUSkQmr8jAZooRF03Ia2PjCm/bpwczvf3e/rJw+11/e8SjDuiCcctdPg7kzktN+FZyQni6cxGXvg2IOF+OT0/Ly2nPSItbOX5Ew7kAFQe0QipH7dPROAVhfXb+6u1K+YF9fVHZYfmi9KLutHwn749YzPoTU97Zbi6Q/l/vm4HWrb5/U3Lq6mfh6oLzlqE6+m2FbV00nbG2L1LMW6iU7Oe8tJz5kAmjo5Ew3kVnJSeodRbiZUVgAVNfmSAFQj6NgNvXnePzR72Mbvq+e9N1/Z2H5TxquGHk8pxp3F0/vq1PyT4Qn0uzeLOZ5I70uO2sSrKbZVe1mi3h/1LEW6iU3OwE/nwwNi7OwlOVMN5KL70CZlredrfNBUygygRTKAqgRNsqHTKS87YxmRWEgOobySk5mdYweoAEAzG3d52cnLTWZ2MJCPHqCi5V4igCoEzWtDZ2YHjCCE5FDKy87RAtT55c1RAJUJmteGzswOGEEIyaGUl50jBagQEwFUImheGzozO2AEISSHUl52NJDME3OWKEpEE6Bn0tffEwNUOII63cyivOyAEYSQHEp52TlegErzzpQALQBQjsAIQkgOpbzsHPMhfAwl/QDtCZrXhs7MDhhBCMmhlJedIwZoFCUZAO0ImteGzswOGEEIyaGUl51jAqjzulEagOonQ/La0JnZASMIITmU8rJzPADlXncHQOcQGEEIyaGUl51jAuiAOoqL0QDVaJrZhs7MDhhBCMmhlJedowNoM/ucGKBn5D0NGHdgBCkkh1Jedo4MoN3BOwDKqJhSYAQhJIdSXnaOCqDDuU8AlFExpcAIQkgOpbzsHBNAebfOJwJoAYBSAiMIITmU8rJzLADVrrzPANDMNnRmdsAIQkgOpbzsHBNA2fADQCcXGEEIyaGUl52jAWgBgIZWTCkwghCSQykvO8cC0AIAzcoOGEEIyaGUl52woNsveT+h64mZoI/AiABoZnbACEJIDqW87HgfZ7f78ftBbz4GQAHQFAIjCCE5lPKy4wfolVxv/hJ9TMwEfQRG7AEqmv8L0b89a77YKYbPwqjqaqUqXx+5bejM7IARhJAcSnnZ8Qddnrzs9auDBehelJebzOxgW4W7yczOntxkZse1rTqtpZ+WP9xzoDmldk9uMrODbRXuJjM7e3KTmR3Xtuq0+7cbX5NA7WXiD0EQdB8EgEIQBEUKAIUgCIoUAApBEBQpABSCIChSACgEQVCkAFAIgqBIAaAQBEGRAkAhCIIiBYBCEARFCgCFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpABQCIKgSAGgEARBkQJAIQiCIgWAQhAERQoAhSAIihQACkEQFCkAFIIgKFIAKARBUKQAUAiCoEjtAaB5/WD0XtxkZgfbKsZNZnb24iYzO+5tNZnmj7mXzDpzuyc3mdnBtgp3k5mdPbnJzI5rW02nfQA0eIGARYw8elK7l79a7qj7+SNKMGJOH76gebnJzA4G8n6CzhNyzJ8JzzJWXlpCOxcPc5NGedkBIwghOZTysgOAUktKBUa9+zMA6hcYQQjJoZSXnfsLUCViSEiDuzpQ7QAtS7piANQrMIIQkkMpLzsAqKWxE6DyZ8cSoogF6GZxGeCy01qIB+84/R3KuMvLTl5uMrMDgAKg1sYBAO1nnkMTfcLKcLP7/U0kQNePbjaLc2sVAMoXkkMor+RkZgcAtTS2TietABVuhWzozac3gWvUaXnKbXko4y4vO3m5ycwOAAqAWhv3E8lCR6TUwFKrk5ftZvkIAPXXTCgkh1BeycnMDgBqaSwffpuH54X2OQKg7ypmvhen1RlMcVmsyn9Pq0PupRCPbrYX4rwqkk9tbi/OV+LkdbdYvcR5dZReL9m1Lns7/e6me2kO4duWu6tDGXd52cnLTWZ2AFAA1NrYPQNl6LYRuaEf/fVKfPRs9egvF5fV7PPn1aMae+WHioObZ8XyvETeMC0tmfrkfHf14E/NYjdN+9OKi9UMtG29/eVNdU60fan7K9qWZQeHMu7yspOXm8zsAKAAqLWxPJGkaalX3/YiN3Q166xR+fh1/abCXD1jrGeN//l683E9nxwuAtWgrCqbxZq5ZTkjbcrb1nXxdzfty9Bf3XJ5KOMuLzt5ucnMDgAKgFob86U2b9A5VLgDnDfMLLUUMkCr+ej2N/WRfd2q0+7qvD6Ob1quq4P5GrA1QPvWy2aR9qXqb2gJgFJCcgjllZzM7ACglsYGJX0FGj29AC2KFqBLcanMQCvWrS6rI3B1EQ2g9dy0at8AtG+9u6rPhTYvNUD7lgAoJSSHUF7JycwOACq3sp/1NIuMgtsBn103HICuK3gqAN1d/bff39SH9opqgNYH/E3L6sxntXBzCN+23v5H3Un70v7XtQRAKSE5hPJKTmZ2AFCpkZWNPvVnPYe5pyeoEOUksyZhfXKyAej37fnKZs5YX0xayedAKwaWi/QT14ap7UWkpvX276qTot1Le0qgawmAUkJyCOWVnMzs3AOA1l/j8UTkA5SQ5f6lW/3QnTcDrU9XltSrLo6/FCevN4vqElB92Xz3u/rupbJeOgVaMvCzhSjZuWzvbqpuTrqsr843NzfVrbffX1Sl7UvbX9tyKQ5l3OVlJy83mdkBQO8FQLdf2r8LLkccsEY14qtu3YDz1tEg6YauJ5HjdCjjLi87ebnJzA4AesgA3f3jy0a/evzZy5e/JmehEtaKws5SBwPLF+0QvZO1sJ+bFgAoKTCCEJJDKS87BwzQK5lb5hOJHPPCopDemq0l1rYvt/pJTic9C7V7AJQQGEEIyaGUl53DBWix++ODVz+X+unLH37++c9mFA5AtULjirvMzwaYVp7KRE4I0Pqbmp3YX3oPjZrZuMvLTl5uMrMDgB40QIvi7sVXBfMcqB2gw1sbbnV+3pqX3C0A5VxEGrXWkcrLDhhBCMmhlJedgwZosXvz6dvgi0gBAJUnnD06nbA1gzrdJJHPwMx2ggRGEEJyKOVl57ABWk1Cv+YBVPmkspSSgU8hHAT1BOVUBInlYT47gQIjCCE5lPKyc+gALSeh//3jQIDK5WEA7UElEcvJrskBelaqCd69Uj0fyrjLy05ebjKzA4DeA4CWk9ARN9JHAlRI2HSCaw6ANvSs33RW3O0ntRMoMIIQkkMpLzv3AKCciPpFd7WSiU8ZoPLFdrPXlrEeN2PXacBnC1DHCnqiZjbu8rKTl5vM7ACgRwZQ+2SRjU/btXdh63TALOVm9DoN+OwBShA0iZ27F0J8/lYr+1aIk2f9A6HefCLE0x98HY1lhM1IHf7DC9E+R/WnNy/YP9M3NjlWO0qhmqVIN2OSY6Zjzbw1Lq/kTDeQaylJkUZTsJsJlSVAC42kDTH125hcBLX1OANAzwyAugmaws56cXqzW54oj4pqb1Z92JyI3l2VtXdXwnff/0hG2IxUer84+fyHZke8/uy5b/AzgvKSY7WjFKpZinUzIjlmOrYX8wA0cXImG8i1lKRIoynczYTKFaAD+VpgVgUOgJKUnAugZxaA1hVBUfl2NovqC1/bC/lrX7tvvrgpdtfdo0+aQbm78qFrHCNsRqqw1+LRW7nVTAC12lEKtSzFuhmTHCMdS+6XM/JKzlQDuZGUFG00jQ6aTlkCVGJiR8umwMbPguiumAegKj9lgDoImsDOshniS3nHW39d/VsSs37OXncAtLZ8t5YZlGPHZqT5LM8XytnEPAC12lEK1SxFuxmTHD0dq8+vZgFo6uRMNZBryUnRRtPooOmU1UUk/YjcPFi38lNuYIs39UUkYQBUEz8q2043hbHRcdWMu3Zk+tk1ihEOIyttD5wLoFY71sIVD1lTJEdPx+bpn2YBaPLkTDmQ5aToo2ls0ITaH0BtNRZWGjQy2OSBFR10fM6bsHMDtPlhZfuh8ao7dG8AuvPtnKMYYTeyWWjntOYCqNWOvdBy1i0oaHRyCi0du28uvdvIG3QvyZlwIMtJMUbT2KAJlS1A+0N3vcIBUOIongo6OudtaBWgOk7T21m2f7BtVx+W523NedeW/vs9ihFWIyYP5gKo1Y69cORZvujktAUSrZ75/8h5g+4lORMOZCkp45MzobIEaPOokAGSJD/3C9CO4W6Ank0B0PYX66wAff9V16StmRKgdiPllOFVdQvVw37iMBNArXashW2W4t1EJ6ct6NOxefpuHoCmT850A1lOijmaRgZNqVwAqs09iTmnAs9h0f0AtGc4DVDzZO9IO+Vwa6DYv+l09604qS8E9H/bJwWo3chKiKdv64u5l0O7OQBqtWMpHLIU7SY6OW1Bl47yWDXFJGsvyZlsICtJMUfTyKApNU9IO/nsDfz87C8MSUf48qu1/9AK7nq1rx6ACn25kXacu+aqjlYfgK3b10nPgVqN9BGXojt5lRdApSxFu0kF0FWVqpwAGpCcyQaynBTLaBoZNKUyAyjjupG6CNtAaAWvV9G9yQWgRfHhuWgHWrknfHFT/PStb2+YAqBNxM2iC50XQOUsxbpJBNBN/fidnAAakJypBrKSFMtoGhk0pfZ3CK9gRcInzc9CW4SadlqC8itYayL6dyRAC91jilNH/bjT97zdsiNmtSN89Nv38X+4Waf5TCP99avhfsL5zoGaduyFS94sK3lyirbgsm1y2bac5Rxo4uRMNJDVpFhG08igKbUXgFqnk6y7lgyAMuehUwBUsU8DVA8Ta6f9nl31C/btCU7bX+Xh+nst8xZldtCAC82ykX7OMJx+nfsqvJIXa6GWpWA3scnpgjfpWEuj2PN9BzroXpIz0UBWk2IZTXFBJ9E+AGohH++mTyVB+waoHJYBUKEuG2dnGHfUfaD9LfTtMr6jsVGMsBmx3ACQ332gapbC3cQmp9Z+AJo8ORMNZAOgo28nmU77B6jwTD7txC2kK0naqQB7UKebFKvhBWihWx9rh/omUjnQpLu0J36YiOOLLO1I7/fD/L6JpGQpwk10cirp6ZjnPtDkyZl2IA9X4fXRNDZoQu0doC0/DSLJDewAlXqzf1KaOd2MX4l9ANT9FeJq4A1/qMtB+My/MuE1tJHtRTOtqJ8H1ZZk8134VnKWYtxEJ6fSfgCaPDnTDuQuKcHD4PcAACAASURBVOZoGh00nfYL0OpjPfksBviFAdR2Lcoa1Okmdh3cyLQBVCVoAjvuh9gUm8f9OGM8zG4sI6xG2u9Sr/voswHU/8Chruyx58yGL2h0coq9ATR1cqYdyH1SjNE0Omg67e0iUvPhVvrGZkdUK0D7Vwchu75nAajOTw5AtXOm4+2sxenN3VX3t7k6ytkt66cnv3/c7Zs/fbt4+IqzOuE1pJFS1+LZTfFh0c9+3y/ETA/ptdqRCo0sRboZkRwzHTMBNHVyJhrIrYak6KNpfNBk2gtAW0lXjgrfDLSwn/M0+p4DoMYx+14AWmye9w/ybsfd++rU/JPftiOw+gIHA5+jGWExUur9J0J81H2fpb0qMM8Tfqx2pEI1S9FuRiTHTMdcAE2cnKkGctF96JKijKZwNxNqfwAdnpM8TEBlgCoV0tLeKSgVlF9BrUDlLRigMkHTX9Mao7GMSCwkh1BeycnMzlEBtKGnUq4B1LE0CVBP0IAKoqvaZAhA9Un1wYy7vOzk5SYzOwDoEQG0u/CulR8CQHsCAqBTCckhlFdyMrNzLAAVNUCtFYUg+UmylQ4aWuEM3ioEoBJKzwBQn5AcQnklJzM79wKgf/s/vojqZKwrUiupRWNcjd/Q+jwSAJ1KSA6hvJKTmZ1DBujf3jz5vPkBct/vl+iHswoXaUTuF6ANAD2MpCtxCM8QkkMor+RkZueAAbq9qNDw8G3huLdbjnioAJXnnZEAPQNA/UJyCOWVnMzsHDBAl+LB2+Jv19X9tzaA6se/BwpQFiMB0JFCcgjllZzM7BwuQLtvpt198zUDoNJHqXZoSbiN5GcagPIYSVcCoF4hOYTySk5mdg4ZoB00V+f+Q/juteemTNNpNHZDq/NPAHRKITmE8kpOZnYOF6C7qx6aq//BBChx6J6epiM3tEgG0IaghzLu8rKTl5vM7ACghwzQYj08XGbleTCsH6ATzEdHbej2tEMygIqDGXd52cnLTWZ2ANCDBmjx4UX/Vf/V/QJof90nHUDda5fZuMvLTl5uMrMDgB42QGX9yHzuvh+gyUAavaElKwDoPEJyCOWVnMzs3BeAeiIK6a0CTbm4nfWlImjkhlZuD0gFUOrPQmbjLi87ebnJzA4AeoQALRxzTPXqfPqgnIo+fK9kAC0AUEpIDqG8kpOZnSMEKI3IfQJUGEoH0IMZd3nZyctNZnYAUADU0nQ/APUjEwCdTkgOobySk5mdowGofGaRROT8F5H6+SZ91hMAnU5IDqG8kpOZnWMBqOvq+6RB/RUhB+0A6HRCcgjllZzM7BwhQNPNMX1ByQqTnQAoXTOhkBxCeSUnMzvHCNDZgnrcSMgUZ6JFneje1w9CFmdNwfDP8F7oBXILIZcCoD4hOYTySk5mdgDQCYN63ACgYTUTCskhlFdyMrNzXACdWXm5ycwOtlW4m8zs7MlNZnZc22o6AaCwA0bEuMnMzp7cZGbHta2m014m/hAEQfdBACgEQVCkAFAIgqBIAaAQBEGRAkAhCIIiBYBCEARFCgCFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpABQCIKgSAGgEARBkQJAIQiCIgWAQhAERQoAhSAIihQACkEQFCkAFIIgKFIAKARBUKQAUAiCoEgBoBAEQZECQCEIgiIFgEIQdBza/uJV9fLTt08+e5WoSwAUgqDj0PbiwbtidyXEw5e/evo2SZf7+CXlrH4wei9uMrODbRXjJjM7e3GTmR01qmmqBuhSPKjYufvHd+5Ny9f8AN1LZp1bek9uMrODbRXuJjM7e3KTmx1ZpqsKoGtx8rr+sDl3bdkQ7Q+gZIP0Qd0VHjtkr5FOKTvzi2LEnD58QfNyk5mdvbjJzI43aAXQpWjBuf3lTYqYCfoIjDgA1AqgeJ7ZeurfOtsYAYdPHiNcp2arQxl3ednJy01mdgBQTtC7bz9atBPQYvNximP4fQLUDqBEAFUnugEAHT76nDCdWo4pDmXc5WUnLzeZ2QFAeUHvnj9oubl8AID6ozAAqs0QJwSoGIoIO7MLjCCE5FDKyw4v6M/Nkfvu+sDPgRrTMqV+VPdFGEAd8R3+Ap1a19VnZ7O49HRba3d1WnjbK3X9h1X557f7AEYQQnIo5WVnH0HzA2jMpRmZlPLsdgxAnf5cYa3V9nWlL16eMgG6vRCxAF2KDqC739+AEYSQHEp52TkWgBY6U0ZNOQtlKujAX8iG5k5A7Qb0wlCArrtz3BwtT/ltVa26E0CbTwFQSkgOpbzsHA1AmxcDeiO6lFHcfFC7jNjQfFf63wJlBtzVKJ3tH6Dr/lT6IwCUEpJDKS87AGh0l+qs0exuSoDqmCRmngw7NUCbI+2VqA60S8S9Lw/V12U3l92HqqpqtzzdLKrSvr1C36Ztc6B+1VQ1DZdCPGkP4VfkWua1G+TlJjM7ACgA2r2X2wYgrJgToKpjD0D5URuArhtWnpfce/TXK/HRs9Wjv1xclkBsP9yU08bdVfWttI8+rd637dvCVrum7fumribwad+w+UpG+eHnFWagpJAcSnnZAUA1anEngfMDdKhUI/rZ6bMjuhlofZ/vumRcfbpy8/h1/ab/UB+ElygsSgI27bvCXs15zqpuW+J3d3VeDA37q/AAKC0kh1Jedo4GoDpf9Onc0NTBIK247y0lQPXrUJY6sxWHnrSd/hB+3fRxXhOyUn3lvP4wnMA8LXqAro37gpsFG4CeN/c89Q3XAChPSA6lvOwcC0AJwvAAapSbBDWWcLrxeyUrtHgJAdpys+XgUlyueoB2pzoVgBpXnwaAVm8riDanPQHQACE5lPKyc1wAJSrtn1ytlD6dYHa68XslK5xeOp4HRZUAWh9pV+onnT1Am0tBm39WANoX9pIAur0Q9T2jzdT2EgBlC8mhlJcdAFSf0MmzSqODoVx6P8MMVIsufAqJKl+Fr7+ru7psOLgqi5cdQItl1ehf3ikA7Qt7DQDdfdM9QKE+nq/6ESevAVCGkBxKedk5IoDe3t6apRYWFQodh+UdDDNb9ws53Xi99t0xgTkOoKWqe5Pqq+WiOgW6rG9mqqaQL8XJJ82dTXXVZfXv6UqIR/81tJe+ddQsWPdVPYS7+tR0XPX1pOJn9aH6F4xwC8mhlJcd/443QcxZoigRK1De1pILnfTR8kE1keuNoE43tFmLkUCFRJ1qq9cT081XoUHBCCSHVF52/DveBDFniaJEbHTbSyq00IcDKDVftuyN2dB8J0Nkz3ace9yt6wfPAKARQnIo5WXniA7ha670COXDiQKoOkfVgzrdcA1HAzTdNa1oVWdQq8eGhAbNazfIy01mdgDQ4wNo87FlKA9M8jG1s52FWZ4NrZ9RsBomonkLw+yMUX1Os5JyV9NKL+AFzWs3yMtNZnYA0GMFaH807yaQ/RKT0htBq6aZ0031r3I6wenYGYuotns6lHGXl5283GRmBwA9XoAaDLUeAtvxZVvAGtTppn87nJXVOaqg0BYmK4AasZ1Z8QbNazfIy01mdgDQowZoIeRDeTZAhwZuVLTdO93In27dEDVRra1PDgClc+ReKrxmQh3KTpmXHQD0SAEqT+/Yp0NpkeEMN2pT+ZyCAlKTiX6ui6HeHZVXwZHFwFknADRSSA6lvOwcJ0CVQsvpUJpQDmx5wsnVWsvu5VaVL6bPpzMqs4KjOpKETPkzABopJIdSXnaOBaCFiRSJNaMJau/Z7UZtWUjNezs2jobJGZVZ4VcV5UxS+UkMZQBopJAcSnnZORqA2gplVaCywWo4SSmDiYbVCIBKC3opqtcZrvw5ICu8kmDZA7SZhs4D0LsXQnz+1iw7GQptTUKCMt1Yw5iFa8H6PZTJkqMW3n1bpuqZ40ZdTtBkydm9+USIj37rtzKZncrEhxft15K5iQkImlT7BqgKK51IOoRMiNkW1eOxLiINC/ddyL3JmNSnpTa6zgzQNqQB0J6gUwN0vTi92S3VW02bnwsRJ5fuJkFBeW6sYczC4SdNI92MTI5a2N69+1B/pCs/aKrkbJ+fvCqKDwu/lanslHq/OPn8hxqa7MTwg6bVngFqMkolqEpRG6ikTuwANYPaKmzLKiUDFVkENVZHAnNygLY92wBaI3R6gG4W1TNO6uc8SWVf3BS7P3Z38NuahAVlubGGsRQuxWwA9VvafVOl6rp6dkysnVTJaXE2dn4eb6eoEvGonZXyE8MOmlgZAXT43MFKg5J1pqd0Mhagep1SJlyyHeCbAJV7SwvQYe1tAG0IOjFAl80IX8q73XUz81y3pLI1CQvKcmMNYxauPr+aDaB+S+uvq/e7K/HId6w6dXI6mjH+0E1kp/7cpYGfGHbQSnf/9PIPvLMC/phpugmJSAHUQqmBTPaZnjx5TAvQQily8lO/Yi/zcngzEUBVJ1aA1gSdFqDNb4NWsBx2u+1vmtfdVfsoZ7NJYFCOG2sYs3Dz9E+zAZRpqajOeXgtTZ2czaKZgW4vxiEr2k6VBSM0IzG8oLtvxcnXxbo6L3By6WvMUm4AHQptDCUBKpIA1NGB4kpzSAJUhy3PDlN6706AulbKE5RrZ9UfpgtzWDYTDLIJLyjHjTWMUbj75nI3G0B5lurCiU8QM5x0k731yIPmaDs9wpWW/sQ0QS37mqLlyWcvn/zDhfjiprh7werTGzNFJ2ERjfOMZgubpgVooXRmb6nH6T9arM0HUBsytU+TA3QpugM/C5WaAzWyCS8ox401jFG4elbMB1CepbrQD63Jk7MS4uHbkmLP/N1NYse6XRiJaYJ6AFr9Om0VoXm6I28VfTFTdBIW0RvSwR7bIbzafAxAldhuV1aL5uzYtRKhdkip+CQAejYxQMsh6aZjczaNbMIMynBjDWMUbp6+mw+gPEuV3jue18oKmiw51+XR7f98/LXfyiR2qgnoq+pGqofS/JCTGFbQ7ZdVwPbnF7e/THEaNDeAuuBp45RJUIN+QxOmGzdA276Gf51kH+bHUwK06ZAH0LNpAVruAc1pq/6NpOZgkGzCDMpwYw2jF5YH8I6ZTlDQMcmxFN7Vp+ei7aRKTnP3GW/GN4GdKvrTt/WF9+6wnpcYVtDd7yqAbn9Rc3vzMeveKF/MBH0ERqRCyqwR+oGw9VSotpSwdEcFDQCoUk8BVL+HVVkrOgdsgHYumAAlCTotQOvfxssKoKuKnLkBtLlpdtLbmJhO7p6XRsbeuh5rp98sy+75tczE8IJufjO8X7LuM/DGTNBHYEQeQAsNUjqn5MvzJqGU7qigRgXNT/Vik8OY0B6Loq1WkB23i+Y1AKARJEgA0O54KR+ANjOP3ABaFB+eEw+99gZNBtDN4rK6e/2URdApANqwsvTQQZOVGGbQuz8MK87a/t6YKToJi8jik/RpmMIZnLI8fcTeXcqrNj287ARVigzaeqKy7Mj9hAA0PCj/NF+/K2ijcntx7mvCDso7r2aGUQt3V5dt4WznQH2WusKlf6Y1cXIqcJ1XX0caO+eLtVO+1wZMwUsMM2hy7Q+g1j1aI40M0EIBlY1ekwFUJpYVoPJP5KmF9hO0I+xo/e0ToO3X7KpfrG8vB0jThlbL7lKnuwk7KGdbWcMohWspe4yDuImSYy3s6RFhJ01ySm7Vc72SoNPfSG+z089Ay9rhSIWRGG7Q1NobQIV1l9ZRM/CzKbDwc+BX+eo6ozlqQ+t+VJiqBFXOeBamU09Unx2hiw/QwknQ8Yxw3uS56m8VyeY+0NkByr8PtPtqToydNMkp/310YzSZ0c5wYCADlJEYbtDUyhygWoGEU1PtaVGzu2ISgLpsyHXFFABlI1MDqJOgo49SnV8zWg37QF7fRJrxED7gm0glJ3zUmjo56w5bfivT2FkNBiRmjnQzoTIDqHG2UCmw4Upl6K2K0IkASkptVk+LUwFUw2coQF0EHc8Ix7ea33/a7Au7f3U2CQnKcsP8LvyMAGVbKj3t/bvwzfM9iv6hIrPb2V40gdtzCY0YiWEHTazcAKpWqdz0A7TQf2Bz6Ih243Hsim6HpibLNa44OyJfgFqfq9Pzs36sSGZPY5oRoFxLxebxxM/6YzwXqj0HOcd34e122u+9K98lZSSGHTSx9gbQQjh2Z2XeqBLUq3pxFaFqUKcbj+UR/FTuqx9hpzUxBqAOgiZgRPX4s5u7q27yUB+Gve8z0OwgchNK47aVzYkt9owA9VraLcXTH8qEPfYfp06enO3z+oviV/M8D9Rm57q6CfVD/V3SgMTwg6bV/gBKtRgF0EYqQ0duaMWVNukV1Mceoaq/cDt9RkYB1E7QFIwoNs/7Z4s3u8LAz45UUhNKY7eV4cQae06Aei29r644PeE8BX765OzeLOZ7Ir3VzvvqkfjNd4/4iQkImlSHB1DPVHB4px7Kx7hRmOwCqPrZ7k6/xyrYjugBOA6gVoImYUQ6Jfhjl1BIDqW87ACgXQsKoJSklnVPPUOjNrTUkfpJdiVXutUexnuj2ieIskYC1EZQMIIQkkMpLzvHCFBh2aH7Qg2LXkzZ5oYpADoA02JTpqmPoN6ovvOpSQCqBwcjCCE5lPKyc4QA7RnlaCqBkTEP1c9HygjkuLGGV19dHv3u2KdkKWqOB6hlLcAIQkgOpbzs6DiYJeYsUZSIEQCVPxhFzhlbYoDavfbBSHpWkq5qeQCqks9953wUQM2DeDCCEJJDKS87AKjR1AlQzjnSsQAt1DBjAVoj1BNVB6gQFBXjAGoQFIwghORQyssODuHNtm6AqicnbRTrG4zc0BEAteO0KNpLSVyAikkAqhMUjCCE5FDKy84RAtR+XtFabwOoXlEYBLUGdbohTdgBWiih1VYaUIvmtoD6E2FH/j1iQVIxFqAaQcEIQkgOpbzsHCNAgxbUpptSeV9iZ2yaDe2Cvc7q/pPFBx+g7eQzGUCdf4DACEpIDqW87ACg7C5MgCofpgFopE+LVwZAW35OCFAhB3XbmV2HslPmZQcAPXqAuiZ4rqZdewUH8wPUyXLt5ILcwAvQDp8JAap+UifK7nUbm50IHcpOmZcdAPTYAarBR61wt9cYNTtAbfRW64wGHjv1iU/B4eAYgCpnl90rNzI7MTqUnTIvOwAoAGonJV2uM8rOzxkAanOjF0hvCDtimH5OCdCBoGAEISSHUl52ANCEAOUFTQZQw80AzKGADVAmB8cBVDoH4l65kdmJ0aHslHnZAUAB0AQAHT6oC+0BoBZ/HIAKwefgCICaqZskOzE6lJ0yLzsA6LED1HOu09HePuWzXM4JdcOWHI8GqOyT6AwADa2YUkgOpbzsHDlA3QsYiwxF+weo7MPwZOMobUd/6vxEAFVR6l6rNNkJ0qHslHnZAUAB0IAu+r3eCtBifoAqmB8D0GJegDYIda9UouyE6FB2yrzsAKAAaEAXNoBqiJLfzbqh5SmwA6E5AVT/mufE2fHrUHbKvOwAoABoQBfDtMnOz2FGqJZO4cZhjiIoAEroUHbKvOwAoKFBt1+yfjfPFzNBH4ER0wJ0+GwH5d4Aqk2CAVCuDmWnzMsOAGrsZ2aD3Y/fD3rz8dEC1LiulCVAB5fBAG2+Bd/8r/5mp/VD+7im9n9n6gfpY//h7KxbXAw1ACgpJIdSXnb8AL2S6x8cKkD3orzcZGYH2yrcTWZ29uQmMzuubdVpefKy168A0ASp3ZObzOxgW4W7yczOntxkZse1rTqtT4f3h3oOFIIgaC/a/dtN4h4BUAiCoEgBoBAEQZECQCEIgiIFgEIQBEUKAIUgCIoUAApBEBQpABSCIChSACgEQVCkAFAIgqBIAaAQBEGRAkAhCIIiBYBCEARFCgCFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpABQCIKgSAGgEARBkQJAIQiCIgWAQhAERQoAhSAIihQACkEQFCkAFIIgKFJpALr9xavq5advn3z2yh9yH8rLTWZ2sK1i3GRmZy9uMrPj3laTKRFALx68K3ZXQjx8+aunbz0R96O83GRmB9sq3E1mdvbkJjM7rm01nRICdCkeVOzc/eM7M8r0a+nq2BN0AjfOaIMR77hLbooSxYg5ffiC5uUmMzt7cZOZncMG6FqcvK4/bM7NKJMD1Nnz7AB1hwNAWTqUnTIvOwDooQN0KVpwbn95Q0YEQAFQSoeyU+ZlBwA9ZIAWd99+tGgnoMXmY/MYXo6YIKTEmPZtzx0DP3XB/gDafVTQGAdQafFw24Ypucq9UGiYBDqUnTIvOwDoQQO0ROjzBy03lw+mBqiCIplPzvnf3gBqP3kRBVDlb0Sob2UZg/HupchON4vLEA9rIRxDQ+noUHbKvOwAoAcO0KL4uTly312b50CViKEhTVpIRNL4ZKDKFzQi5x56GVY0+exooNM7dq0h5c6WoJEA3f3+JhSg60c3m4V9bACgXOWVnMzsHDhAuRHHzJ3kIguZnHxJuKFJfPUWnPxsfXLsGJxjANS+8v0y1g5iGLH5lDzRbdPylNfuUHbKvOwAoACoq72GBAJNLmDNAtCmOBVAjfWyAdQFS6slRx9xjFg+AkCzsgOAAqCu9iom3GQaR6xYP1p5Vz3Sjm05g30WK0qRvpzZrScHTc1K1HeoLR+9F6fViUxxWRWV75sj77a60/bifCW1r5ueV0fp9SLVx+pEaNnN6Xc33UvfUdXyUHbKvOwAoACoq71KCT+hoogV7Ucrd9uTFo0DqHGG12LFVq/kwUgNzYjTerK5u3rwpyvx0bPVo79cXFYFP68e1fS77Kr7i0PbC/HkfGh/0zQsu9ldVTPQ5Xn55tFNdavbun9pOmpbbg9lp8zLDgAKgDoXsJ8ZtIDKeQyfckPb+amQ03WWtls0EqCF8kmBoJmewgCohaCeHFRzy83jcja5Lgm5qihZfareVLSrJ459dacalFVN076ZW5Yz0qb843r2eVkXf3fTvjQddS0PZafMyw4ACoByl5f5UTioMiFAaV92dGqsiwWotc7uw2rJ6IJ2UzW77OG4ak97LoUM0LV+Z9Lu6rw+jm+arOuj+xKZDUDXTdjzspP6exftS91R1/JQdsq87ACgAKhzAdsRvAQKCRAuak24oTVc0fJFlRk7rJEy2Xb+kVAmv4o3PfzQuycHQiwu190JzgagS3GpzEDX8vnPShpAq4PzumED0P7a0+6qPhfavNQddS0PZafMyw4ACoC62su7vo5NtdxJrek2tMYvHkH5M1AjkvZXwnWC07RoAag3B9UFn+bQevPPLRDbY/nhEL6r7lQDtD7Sb5pUZz7X9cO6TpvyStv/qJduX9r/2paHslPmZQcABUBd7a0AlaBAEuu21PQANcDmkieqNts0p95Gf1JDeyS1TGnqzUF9gL2s5pj/0jKzOpu5bAD6fQPPrrpTfUWpusupn7E2TG0vIlXTztXl9u+qk6LdS9tR2/JQdsq87ACgAKirvQwSGQR+Wt02mgegLNVuKDutcxWDljjOyMqi9mUK9byIjxFLUV0lX9b3H20vhHhZXVpaVFeCmsvwdXWv3dVnC1Gyc9l+cXPVVFcL1jc3iYrK2+8vqtL2pe2obXkoO2VedgDQ+wxQfT+OWVbph8Otlp5tc2fvSVeN4edWpAAoEbfHpF5cSADl5SAmO/V0c4wOZafMyw4ACoB6Fg6A1e2tRE8y6PicRzjyAbSZM6u2Hf3y5+RSL+wcAKAAKKm87NxfgCoRw0NyGaGxSlp22g1NUEt2JJdSPTXmNdv9RwsWWUlSe+HlAAAFQEnlZQcAbRsol1IKKxucR/P9YbLUmwUabDdui9pnp/S5sH8GOhzta4A0Q1mSYz/cdzinc8DPTv1NzU7ML72HBs1sp8zLDgAKgHb1LkbYwdEX33bgsXYX6YawSHkepp7tP4p7xjnQfhp9a21gOVkq50bBqWzXmgswghCSQykvO0cOUAOSOixtZd2Ctx2rbvs+1G5D3TgM6iblcl3yzFNeP3rcSe2lmwgcmbAH9/2pYedgzIjUjQYsOIGbaAGglPKyc9wAdWHIZFJ3JXvAgnLAa9tpU2xoylc/Y9ScOgBC2pEWkNfYRKMMRfOq2dCoa+swMwkjDBMhiyZ3M0IAKKW87ACgPkkHtnpJM8107bRTA/T2ViWYQTNmVBOgZt9qr/b4FqkrUPU+zG/dq8zOjrHk2VkV56ySmQB60eRuRggApZSXHQDUo9tbFRQebDCCJgKoasxmiRnVBlAhT0Rv9V6tibFnw+53MoCKFp+hBD2UnTIvOwAoAGrd1x2YUvb/fjkntKYFqMWWiS9WVCdA+zD1xTKpVyO+y6RyQqDLnScHgSNSD3kmA5Td1dhtdfdCiM/faoU/vXkx/O7S3bdCnDzjPVJ/bHL8bmqtmbcuTJIcuXDVbz2OoSQAtXmqyk6Uwt2HF8o33kYGTaX9AVTfp/R9ncMpg5kuZsVtaLWXoWOfMZuZtq9u9Sg7Q1gzHf0EVw7ijW5pw8pB4LlLTWcqQLl9jdwp14vTm91Se0bU9WfPh72vveXqIfnjsf6gLDt+N7W2F/MA1GpHLtxd9ZuP84OBKQBq89Ri/GTw8H5x8vkPnr95RwVQY5+SaWPFYsHhhNSHJajTjaNO7ojwxzY2TCl5dpSlLNE48W+Feq7Dlnl3BtzZsTQ+U5B5pgPUsW3YQVluNovqG/jbC/0xpdWX95t3u2++uCl2182TSL0alxy/m0ZL7s2zEyRHKdw8ftWUrugfJ09ix+lps6g20R+H34opN9cjfd48Jmg67QWg9l2pZ0X3Qd/tLJygz5wqQZ1uCKdtJ3qkcIAW+gvTjnsd9VmvNX5XUP3b9Wab+7sz4M6OpbGLn3MCdNlwcakDqZzjtchaf139W061WL+LNy45fje1Vp9fzQJQqx2l8E2LsebZWRPbcXq6bpKz7v+slLWMjXUsAOXtSjqrbJzwXXqSOnNG4TuQuqVgZvXRvvYvPDv02jkgqp/s9A6s9ACtzKkAlaA6KUC7qd1aaDMoDVnVUeI4RHDsMN1snv5pFoBa7aiFf+5Lx83PtA+wDwAAIABJREFU2SPH5mn7m+Z112VlNfaP3XRKG/Lun17+wbemKlk0zA3TT5JRIQANIpbFqR+g7hmgsWD/wrNDr507N5KXwp5iXg4iAVq7MgDaEXRSgK7aoz79GNkCUP1R+qFBGXZ4bnbfXO5mAajVjt3j2OywR44zRZXaaelmMXZbTadEIXffipOvi3V1dv7Ec/LZwbmCAFY7k4oCqBbDdOOxanMsFRU2aHns8MedsrC7Xzs6Fataipk5iAOoqO9hMgHaEnRSgC7biYxxVcYA6JL3zJNRyeG5WT0r5gGo1Y61sPrl1MntuMMPledFkSA5EypRyOXJZy+f/MOF+OKmuHth/rVw7/vyHm3QSaaDzgkbVSRaKsSyQGNw5l+5EG55Lm75omrnKJUl3b2q8e0t1RQzcxAFUNHcRG8BaFfl6yfeTftLSwyAvv/K25knqN8Oz83m6bt5AGq1Y/fIPIIfD1B3iorhwtbi5NWbT4R46JuGHi5AtxeXdS7qrG+emVHUfdmxe9tIoUAphFNdrypALM4Yq2c1LRthG+s5RtgxMiKtkUNqfHtLJcXMHMQAVLTTTAdAxaQALXfDZurUv5FqJIDe1UdMHI1JDstNeQCfYpIVmxy7R+YR/HiAulNUVOdFa6CshHj6tr5vwntwywuaUokA+mX1l6L9gcbtL8nZv8EGY+/WuGAFBQdTShzaDUMWYjGNqRNJMqoVoDYDmpT4ewWo6F5sAGXdEDoDQJvbDCe/jYnlZlWRMzOAco/gJwZo/QNaQ26WwoP1wwXo7nfVmm5/UU/GNx+Td5DJR5M9FeSittAKJANTxOFqIXWaEqDd2QTCmHbwrc4kqaj6SUuNfG75/7BoHbJyEA5Q0c9DrQDlfCdpjhlo8eG58O2OvqBpANrsLZkBlHsEPy1A1/29/eetK8/fvMMFaLH5zfB+Sd+Ca+GbXtR/odyHDQtdWEEZFZaWTfeNOa8tzZKOMcKObT2UzuwRWZkKzEEwQMVwsG4HKONr8SNP8/X7I30OdLfkTUFHngP1ual+k7SYCaBWO9ZC7hF8knOgjhSVJefta7uhvLfuHjBAi7s/DH/S6KEgjCekq+vNJKeyoJcT/g3N2bGtjwmx0su0pPml7GgrpqygvrrWgESm9DUSlJtggArpWN0BUD9BR+2U3UVdY7ZiXIXv90tao5Ljd7OWNhHnuz/pk2MpZB/BR9tpv01b/Ua2K0XF8lnnpqtZ3mOABkR0YqXonrCm/xYcgSqjY1dQpxv/wpq7biFB2iLZxR13/fK2jrQ0CF1KmT1YZ9W1woEAFfKhugugXoKOYgT/PtDuKzAejUqO382sAOXeB8o+gk8AUGeKVt216GF2DoDWEeVdWtrV7ZdhlEUskqZrblLEArQral51shOuHACVVshjpz9126dHtWfPA2nIFqyz6nATDlA7Mk2AUv2OYgT/m0jl7jjqcRkcO2w389wHyvgmUi32EXyCU2OuFK2kWwI6bvr+5B0xQJlX112oGHp2BvVU2DAzAMZ+RYvGlckuuc7n09abmUM/OA0T1vVzuAkGqAOZFoASPY/bKZnfPmcfp45LDtfNPABlfBe+McM9gk8AUEeK3n/aWNj9a5Ws7mrSvb0KHxRR3oHqd8MNjH4cmP2QO+PQ2FNh62cATHvsTtoyeiAKwgFqc1bX0akiMzSsn8NNyIisunIhUwdoQW60cTul6/lHBkA3j6f/KifbzUwA9T+NqSlg/zB1AoBaPfX8rB8r0j62YO0753IsAJWnU+4LM/KOb+WAxA+1zB7U6UZdUvEmiLlnW1/opapB3VwYQF3rI8VzJU726M5Ki36Hm4ARWcdgA7TLXVhQnpu1OL25u+rvgOkmU+8XonmE8m4pnv5Qfn7MOYAfnRyfm1YzAdRuRy6sxD+CTwFQm6f3/bBtsHpdZevDwvyGTnTQZNoLQAcNl2WcCCi0Savem1xBNOO40XoQgb/VZsZ2uWMD1NlMc8GQq69RjFBDBACUIOjYnXLzvH/AucSIWjWk3lcXMJ78dux1ZqYdn5uiq5rnifQ2O3JhEXQEnwSgpqeBn11W3n8ixEfer44dDUDbfefWi091Atq/l/oSls/2oE432mcpEjU3Vk6RmpRSmyiFPDvWFVGy0H5QwrszaU8g7cY3IvX+QwA65mhhTiU5v5FOeSUnMzvHAlAhXXLvS5w7fKFRTarQ+JQWoI6pp97U8kXNoRuXn8hx5+5Oiu/MppB4ywzqBWh/WcikJAFQV0Y9QTPbKfOyA4AeIUDlEuv+bu70yj5n7IAuwvA2tLxPu4/c9eZ7AKjeqRLfmU0tl0MnYwEqLF9/B0CnUV7JyczOEQHUQiJzz7fv7NKy5g5o5xVvQw+Bieta5ppo/DKrIu1Ya9W06Na11dDPLygAVZZwB6TsFMrjQwIAqsI0UXImEgBKKS879xegNIqcn01S+ADqNuCv6Hoz7llyBSPCe5ylBqjZyJm35AAVw4F8OEBtBD2UnTIvOwDo8QJUn6dpO7tJAteClAF/RR1LOregGXV5sXugncWNOwv73M30BhIuzdMiwT67apmHUQC1EPRQdsq87ACg9xmgSkTr/m22YDXlB/VXCO3UrAYqh5Uoh1HjzphE+lvy2owCqEgAUP3PUpybaQSAUsrLzrEAtJ8NWXZzdVLnAmgwszgbWr6pyhbGPQElznbG27HUWfLmSCHDjLyawT7lSCxK0gDVzozEuZlGACilvOwcDUD7d1YmUadHqVJeUEfFcFcVu3MhKdDSSICSZUwnaWagzq+/BwJ0SOTh7JR52QFAAVBLkYQnolVIUGuFfOjO7Vzd7/cOUAmHcwKUS0kANI3ySk5mdgBQs8hKpykAGtq5gs5QS3HjzhJBoo5M0nkAKgIoSVcJIf1k/KHslHnZAUABULPIoINzQXZQb4W3c5mYyrnIqQHq8EIAlPCUFUA7ggKgPuWVnMzsHBtAXVMq5YN1ehfKz6ANzeBnPysm1yWNHV9PBjZVfpIE9QX1nlFIBdCWoACoT3klJzM7RwdQf1MHQNMFDe9WAej+7aiuGIUhQYmFmxwkA6j0k/GHslPmZQcAPSKA+maecmF/gDo2qLsibHorU30SO7Fd+s8dO5aKYUSbgnQAPZM2drCbCQWAUsrLzrEA1LJf23f18TPPoSd3heVY3HvoOtLU5ONOSGI0c9eTPScFaH9L/aHslHnZAUAB0ODTkSFB3RWBAE1haiaAeq0GA1RoSgnQ7ludh7JT5mUHAAVAJ/SSEqAT20kUgLUSEQA9k8CZGKAtQQ9lp8zLDgB6bACdlVoxAJ3Q0b4B2lVGzkBHUTL+Bzsz2ynzsgOA3huAbr98R1UL+cmfUumkax9xEWlKpk8/7rz8HAjqZYTzqB0AnV15JSczO4cL0N2P3w9687EBUHUXlIqSRGcoYkMfNkA94bU/Xu6GxmlPJ/zSAJQif2Y7ZV52ANCDBuiVvI/pP4INgCawkzY8G6AaOqcH6N6Tww6alx0A9JABWixPXvb6lQlQJSIAuu9xFwzQhm7Nwz9F87b5OLzv6oiqttpVdYYb6f3KKzmZ2TlggK6lX7X2ngPdi/Jyk5kdbKtwN5nZ2ZObzOy4ttV0ShRy92837IhZpXZPbjKzg20V7iYzO3tyk5kd17aaTnuZ+EMQBN0HAaAQBEGRAkAhCIIiBYBCEARFCgCFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpABQCIKgSAGgEARBkQJAIQiCIgWAQhAERQoAhSAIihQACkEQFCkAFIIgKFIAKARBUKQAUAiCoEgBoBAEQZECQCEIgiIFgEIQBEUKAIUgCIoUAApBEBQpABSCIChS+/gl5ax+MHovbjKzg20V4yYzO3txk5kdNap7yyXU/ADdS2ad2dyTm8zsYFuFu8nMzp7c5GZHlmvDJdU+AJqqn4AkERt6D25S2kkwVihGjOq47SPQ4OTbKkjTJidYeSUnMzv7CAqA7sENABplJ7OdMi87ACgAGtoPABocODAoAAqAksrLDgAa1g8AGhw4MCgACoCSyssOAOpZUF10T8RyRA6iREo7rsB8QxMzIvSc/qHslHnZAUABUN9yI1CRdEMHzqksjScZd2qcAJPTM6Izw7JEJOfdeCubxSVVvbsqLT6Q4gCglPKyA4DSyzl2Pw4q9ghQW+spxp0WJ0eA8jxNC9ClOKUbrE9es9xkxggAFAD1LRcB0K5mfwC1Hr/G2qHiHhJASWuTAnT75f/zgO4FAA1QXnYAUHq5cIBKe2xCNyEAtZ8AjLRDBj4ggNLeiDUs0bYqlzwvPywf/eWinEwuRcm77cX5qnot1mXlZXkYfrpZiMvqaPy8LFKAuTptj+HL2oaUK/WQXQboKs7nlMqLWJnZAUDNttIIdg3m2QGqOpE/2FCZDqDWrrRah0lSMYzw9K5Xq+CMBmjJtEc3JRNPKzg+eLc++aTE5On2Qjw53109eLe9uGzA+tGnN8tHN9uL6mj9Wp5Q7r553ZQWy9MKtyWBz0uWlp32GgDaxAJACeVlBwA1mkpTF7oZ1QEVdHTOBxhYWWmHXpQdO4vVevMtQ1Ess65VV+Qy2m+NWIA208dVybgSkEUFzApzJUTrq0Obx6+LVTmdrOoq+lXvt7+U4Fisy9JlNeGsFt1dnRebj99VE1fpwlIP0CYWAEopLzsAqNFUVlSs+QBq92m3PglAfUGJ5sE19ml1X+YxEA/Qhm4V8FYKQM8rJNZH9tXxeDm77OvXykX35WWLy6p1xd114+V8aNIDtHkDgFLKy47Ki3kc3G+A9pOivQHUPhk8coDSM2QSoPVcsZobWgG6FJcrCaDlP3/9nXx+c7OojVXH8KvqEP+8npKqagH6/71uYgGglPKyA4AaTZn58KZraoAGbrf9AlSvnBigoWOZCHq5WVTwW5eQNABaHr/X5TJAtxd//0zuYVXPNNtj+Bqk1VG/qgagu9+9a2IBoJTysoND+L6JuiNyJjR0txNu6Ah+RtrRCMVqyKmNYYQlgNyvxs+gLJPJWYrm3KUG0ObEZ31uVAZosVTuSapPeFbz0NPqalJTVtN0ZZwDXZ22sQBQSnnZORqAMuaT+hwpcAFL0MAKVmDVAB8UY8cd5y+KsygJQG2R7CHSArS+teiyfnn0X+UB+eWyfPPXq88WogaqEC/FySfl3LKqLwm6+VQ6Qi+rKzhWx/HlIpWrCp5lB9Ip0PqbSKItwm1MPuVl51gAGj+h7MoNAugVJoGdsfxeteCWjwpArebVwvgZqBKPCmFZ1nWCcgQjXD48ACX/QIYnp56SWrX5ylFR/Ms7stofNDNGAKAAqNqie2ep0DtQ2GVrkAKgWp9azGGtrGtnLBxhx2CgCSHfcXtgcqIAKueCbOL6nBKg/9f1raN1vQQAOlJ52QFALXM5245mQcAAXCEsJ03jp3w+gAq3jJ7G2ZE6tuVQquo/WxfmT88DAKrnyfLZspT1c0KAbn/jMl6dLi12v9cvwQcEzYwRACgAWuh7n7J7CvqrgApYLABzuuE61fpVWaY2UFllMTQSoFoAs0ryZ1mYH9ReI/VhWT89jjsdWtqik9NeUDe0ar6j2d67JIRyQWmlFNjbkG4yYwQAejwANaZAcqW517OOkvVdU2swhlhmBDOg3YRekMQOFUAKpMV0JYYOaq3x9OtOiudPzKjkTCYAlFJedo4GoFSlvDuZO5lEB/dEyAKKEcSyeDNpQB7KR9mR+3WtpR/Z9imoUOOPAWhhItD1kZudwG3lWCnzTEWcAFBKedkJCfq3/5MoZppuQiLyANoTtDDQZewzyXdK2YzTn/TCwAQvKnVsbJSbH62QdS7sz0EMQI0Q9mxQLgPcuHpxJD5cACilvOwwgv7tzZPPf6jfrYTxJbSomAn6CIwozUwsleb+IBVY9kTb7mnuPHEb2rRoRmbPsMLsOBbU/3iw0iGtiaNLdwIcWWEB1Igpl49JjlJ21sl1sOBaOZ4AUEp52fEHrU6XC/Hwbf3W82BYZswEfQRGlPczS60+9P17o3u31IM63QS4V4PZDfnOKYwAqFRny4cdV317a5ehjNAdqX3qzl2JGJEcpcwEqLPnGAGglPKy49/sS/HgbfG368eX9xagQ5VKA6XcpRkAOtjQzdJ00NfEZ8e+nFpHIdwR2dYdmxHaYmZOXAnxu5G7HgnQui+pkHDNEQBKKS875gjTVE5A6y/t3n3z9X0GqBVK3P1Sbm8EdboJ8q/t7mw7w5IxADUOUPmskgPrnZE5sJw8ILISkhCLf68dDkDrjtRCwjVDYwF690KIz9/6CncfXghB/tqdLyhzHb12Vv328Px2VBI7PE/1hxOjSXjQAZqr80MGqLnTmI08Ox+9Z1qOMt1uKKsGQVSOcK0pLVl27D3KFc4UuCuMmaIvBzRAtY8W56S5KQDaraU2A9UihGgkQNeL05vdUru71Ch8vzj5/AfWJY2RxPLa6Z8FMA/PWZ46qJ/4HHmD1k+dabT6H4cLUMaIpvdC+w5p7JlKf85APqf6x6HU4ciyAkoBy45lddTVLaz1zpx0xpQ3/Vt3BtzpcM1I7cEtvrSm9qBON32ZNtk0Cm0hAjQOoJtF8+i8B++Iwt21eOSdXfmCstbOb2fz+FVTumLhJQFAGZ4WX9wUuz9avuUQHFT67YGVOHCAshq5KTH04myr9OcM5DOhf3THVdtbyqRFfXYca6hE7z8odUK/P8BOOqlwCoCaORjWRPOt9xIP0GGFpMKRp0LHAXTZPOhJ/S1lvbB8w76hZhyx/HbedFC/4hzBpwCo39N1A72196wCI+iHF193b3l/InzKCqDGbiXC1E+wlB226dnpxnUo6gKoGsP04DdJ29G6KWyhbB6MduZyUkLULLu3lb7ZjPS419K65oWycupK3pbybSuzTAGopVCna6BGAbT6cdDqVflpUL0w6IbEUcRi2PlzX+p6Pks6O0xP3QMNdlcJACrrx0O9D9TYFbUay77V6baV0cj2iTnlc9lxAdTqtTPmZ35B2zHaEomRPlgS4wKvBcrubeXIhdOVElwzRSzX+/dsK0uZDFBboYHXMI0C6Ko96uyAYCvcLHxHpqygnLXj2OlKeabGAzTA0zIxQJMoc4BqFbe3doJa52KFtNtHAVSfmhIQcBlzrFIgQC2Z0Yot8W2LqQfuZhxLdhQHpFnNn2HKutytLMbRgllm8tMK0Ng56CiALttp1fZC2vfVQv+8iheUd0LBa6eV+kvPE9kJ9NQd10e4mVC5ANS1H0q7/TBN8YGq63CIFQJQ146mwEG1yDU2LO9JjrQijgQpZezEKC/WOHp2lPA+v8o6ek3dmi3UoE43chkXoJHnQccAtISjCQKtsJyAvnrziRAPedPQMcTi2GnFPIIfD9AAT/77jo4YoNReT+1w7t3XLHK4IY/UGRaLEGP9Ip7kmKZtK9S9ZcdXexnau7eVJyvuSAVtylGjBnW6kcssh+gUQEMH/BiAlvt/M5Hr35iFKyGevq0uxLNuGxpFLI6dVswj+PEADfC09k1Ajwagljketdf3+/0tvU/aGnkZ0cFWt2Jr6SAF05i6Pk478iqT8aUydnzTbNncxwi5MTcrOkAVU7cyu411igPosHjhBmhr17W27KC+mk4MOvRH8EvvTTp00KQA5R7BzwrQpfeq+dEA1FbY7d/yq7zfG5ywcdJZEbChhWMnYzNJRoXNFAegVPrUJmZibC7teaG2yFDjSjeZGBdA+w1lbF2hBHW6Mcp6UHIA6j5BQ6YgsKYTD6DNvGqz8E6wyKBJAco9gp8ToGv/HxgA1EEp7YSaS83uqe2THiSFAVQJxFMMQFn9dUsw3KgtjJzwD+Edvff9eQBqLpEKoIIN0NBJ6MhzoD0ITu2F5T/nanGkHd45UJ+dVtwj+CTnQHmethd+phvYmEGZALSfGOg5cFOhsCJX6WjombmhfSSy8cjTVPPTmXbb8fQeAm/VhfM8L4sRxoi0RFHQ7PGiDHPNHGtbdWU9J5kADZyEjgFofzVZmV4qhf0MtCyeGqAMO43YR/DRdtqfUCk5zfW0fMZxc0wAHfinvxXWeZs+C7UBtOg/GxFoN6EoGrw2fhVjhbEpJWdKDmx2pE2vLKGJ4VFdrFA6lctIRhAjUTPCQLvpyshQFEBFEECDCDoKoP6bHIe7mGYAKPeeS/YRfAKAMj2tGPw8nkN4Pwush3tulg07oe2twg/TTSHx0zZLs+7uxAoU9DJDVKsdudHwISS+HMpMgGmGZISyrL2yM0ECVInpSEz/Qm4rvazjZwBAaweudWYE9dX0Ynz1p/8ekvcuRzooZ4VYX4wqAo7gxx/CMz2tWFPiYwGouc8Tu5uLE/Z9MBKgKq3kkiIYoLYzEboRDkCVJULiywuaCTDNJAIo15T7adP9i2dbqWU9JQMByhz5owDK+KL39qJ7DNLkV+GZX80POIJPAFCWp/efNoZ2/xrnZkLtCaAcXtL7JLUPNruHVuVyI7kaliuCAKoaK+hl5Kj25Ohh/R44rNIiSIWhAOV5Cvx2wQiAinCA8ueg4wDKeBrTqoGE/y5HOihrdVgPhwo4gk8BUIannp/X9L2yRwTQSAXskdEAVRdnGpaNeVZSjupMThEGUE5irOkvSDd2gHZFPk8hW6vusX/xbCu1THriklxoAyiZmICgvhpJa3F6c3fVP2uzmdrJhUVxLZ7dFB8WnJN8o4nFsBNyBJ8CoH5P7/tN5bkT9FgBSu+KSq2xRxaOpl2k9l//hu6X65fvdy6lwiGVn0RjNarFjuxeXRdefCqu0RPtRrajb0CGJ+dtS9YlpQ3m21ZKWTcBzROgxeZ5/2T14U4lqbDU+0+E+Ohr++LsoEx4MOwEHMEnAajP08BPPEykjqg9jK0tNMaz9EGp6D6oe6NcZ93P3G6MEvdeJUdWbViW0hoF27Hu4ew930cJJfnuTpw9uyIZTdREqduXH9RVUQPUvMpuB6j2VqjX7gNS4KmZUEmIlU552TkagPbvtD1O26f6z0oNRS4nWBIBVG7RtrLZUBuN4Pl4gDrXZyqAypN/pTnLNWnHnkkRDVDt9vtAN5kxAgA9IoAqu9mwe1mKXDunVuooUoI63ZhF9tZDtxwDpCPfIbxCHyId9kAaZs0OjXcON46abkn5NVyumOEANS4SBQCUMkK7yYwRAOjxANTYo/VJKbXbxe2kCTZ0UGCPI8KO0jBNTKNDdg7I7HR9SSHCDYUETQ5QzjNCAVBKedkBQJMSQwCgRmTZBCMHBwHQs3iAMp5TD4BSyssOc4CljTlLFCWiunrDh6C9L3AfHbeh665SupoWoPbFzNT7c3DvAXpG+PClAADNzQ5zgKWNOUsUJaK6esbe7dvrovbRURs6JCLP1n4AqvbNycEhAFSiorXQ+5YeAQAopbzsHMshfKHsPt0HFgZsDa1N1RgpAFqo//i9utuQdoYV7ZJDxLIFtnNXShw/B3R2tG75fwWtLvxBLRUiBUA9KxleM6HyIlZmdo4GoI5y5g7m6d26bAqAMsKQNVJtoJ3QhAztlSVd3YxkBJEe/ZXpnl0h0gCUnmeH10yovIiVmR0AFAAFQPcBUMIaAEopLzvHDVDtEDm++yBGsBHBCkPXDLWhdkITMrRXlnR0M5YRRHr0V1533AqRBKC0OQCUUl52jgugw9zE0qQtpKZ51GdnUH+F94jOxzjOFJplxzqvk96o9Q5mchTKCEb2CYCm21bN39rxACUtAaCU8rJzVAAVkowWbaELRHq5/wgxZKek5yPOWZzi2WOIY8fowxZCmK39yWC7sdcwst8V6a8se9xt1facAKAUQQFQSnnZCQu6/dL3K5+smAn6CIwIgAKgUXaMIEUqgBIEBUAp5WXHG3T34/eD3nwMgDo+O4P6KwBQb00mAO1yIaFwUChAC6crAJRSXnb8AL2SB4n3d+ZZMRP0ERgRAAVAo+zo2Whe0gDUOQkFQCnlZccfdHnystevDhugxbBrWZpIe5u9D2M2Qq8If0N7unJWa4Tw9cKosGJJemNijLUGAW4cNYzsyzTXmiTZVjQrowDqmIQCoJTysuMPupYeyXzg50AzCYpxd4CMkOea4wGqi+km1+TMqrzskBuy1u7f2A/b58ZM3B8j4uQhrTOivbnpAykTKGeroH7SaEJGxLjlAZSi4jiACt6mAkCpqJkCdIKYs0RRIk4dMmgeMdeGVk3F25liaEzHiCi3vuQ4pp3RALWz1OsGAKWi5pWcKWPOHxEABUCj7AyXo6YCqA5SMgV5MQIADQn6tz8ni5mqI35EABQAjbIjzQ9b0g0/ziGjsKoXbW3ztitti8/q0vaf/mfpRNtCaIf1wT6n1N4HMjNqXsnRpf0K/aiYifoJiLgf5eUmMzvYVuFuMrOzJzeZ2XFtK00AaLLU7slNZnawrcLdZGZnT24ys+PaVpoOGqAQBEH7FAAKQRAUKQAUgiAoVod8FR6CIOieCACFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpABQCIKgSAGgEARBkQJAIQiCIgWAQhAERQoAhSAIihQACkEQFCkAFIIgKFIAKARBUKQAUAiCoEgBoBAEQZECQCEIgiIFgEIQBEUKAIUgCIoUAApBEBQpABSCIChSACgEQVCk9gBQsQ/l5SYzO9hWMW4ys7MXN5nZcW+ryTR/zL1k1pnbPbnJzA62VbibzOzsyU1mdlzbajrNE5K3ls6MjE8psaF9rr0WBd+fN6rU0LJo8Mq74qsrR20Rd3YsOfEYlFsaQ0JeS7cbYzWM9bE6KRzvzb4seRqVnNSKGsjTKS87AKhlp3NVcNV17Yzpc+21CID23Xuiy0Z0Y/Jaut0Yq2Gsj9UJADqR8rJzLwD64599EQFQABQAjVRexMrMziED9D8XJ1+VL+8XQjy7oSN6TzwXw64gVRhEse2Ixm7iC0rm3LGDmbugw4TplmGnb2hZtI9IrDGRGsfKjWUEMxFqy0KrktebcGNmf4GnAAAgAElEQVSshrE+FieFtN0ska3d+FOQFyMA0IMG6Orkt//+/LRYiwc//HR1TkfMKrUYd2AEqaDkLEv6nhe7q/Lf9WVVsK54fKm1Wg0ly9Pq3+2FePDO/oZtBwP5kAG6u6qGxH/+/aLa6ptPySloXqnFuANASYUlZ33yuqTio5sWksvq42bxSN4hKrx2AF2JCqCbxWWxrvcc4w3fDgbyIQN0+2W1sbfP65HRfHBHzCq1GHcAKKlwgG4vqkOw1WXLzwqHp0qjCo/Nm6fPq5pl94/5hm8HA/mgAfp31UhZivpP7eZjANSjvOwAoIRiAFrNHctD+O1FM/XcXTUg7dQBdPvln65Oq8P16mM54TTfBNjBQD5kgJZ/LW921+LR//78bXH33PaXU4qYVWox7gBQUhGH8KvqRGj1QbRXA1bqadAOoNevdxVAm4/lkuabADsYyAcN0O2FEKI+9SOEbbvLEbNKLcYdAEoqAqD1paNLBaDKddUWoOVBfgPQx6+bJc03AXYwkA8aoMXuu1+/ql4/vCgnoXTErFKLcQeAkooBaDsJXYv2WMw6A918VQCgaXXIAA2ImFVqMe4AUFLhAN39oajQ+OBdf/l9aTsHumzvRL1szniuulOf8psAOxjIAOg+gmLcAaCkIgD6uwp81SWgZTPzdF6Fb2aguAqfSvcEoNfPzCjuL8TMo7w2dGZ2AFBCEQAtJ58NGpvL7zo/DYBWR+zN7Z/GG74dDOT7AtDmLg4tCgDKi5pXcjKzk5cbW039TaTdH6pLqg00bd9EWjbXWys1AC2J2n7vyHzDtoOBfF8AWvz0Ax0xq9Ri3AGgpJAcSnnZuScA9UXMKrUYd2AEKSSHUl52AND5g2LcgRGkkBxKedk5cID++N3Ll/+LPnyvI2aVWow7MIJUmuRsFu35f8+3TOLtYCAfNkB3190lIs/jQDNLLcYdAEoKyaGUl50DBuj2+cmvv//5559//PdvFw/JZ4lkllqMOzCCFJJDKS87BwzQ5fBl3531BmApYlapxbgDI0jRyZn9try8kpOZncMFqPIIUDwP1Ku87ACghKjk7OG+5rySk5mdwwXo7hvp3DieB+pVXnYAUEI0QM/OzgDQoIopdbgALVYnr7q3H57jN5F8yssOAEoIAKWUl50DBmj1/K6Pnr58+asnQphfhVcjZpVajDsAlNQ9A+jdCyGsD5zsn73nbjKBHXfAn968WFzSTUYFTaVkIe++bU4IWVcT34VnRs0rOZnZycvNQQJ0vTi92S0tN6NuLzqAOptMYMcd8Pqz59JDBJieDhqgpXY//+y4BxQAZUbNKzmZ2cnLzSECdFP/bK7tcT/L7vEn7ibp7ZABN4seoFxPhw5QZsSsdgMAFAAlda8Aumx+W2Qp9DsNV59ftWXOJhPYIQOWc+JLT5P4oOl0iACNmMvOslPyPaW3M2ZyPylAw32lTc7Yg577BNBuUrfWn5W3efqnFqDOJhPYoT0NAGV7AkA5S2saGTRZzoNcJbYz8gTJdACNOnWTMDkJzhvdJ4CuRPdD9eozSnffXO5agLqaTGGH9CQBlO0JAPUuqu4M/H1jYoBKRlieUtqRA8bBYiqABibFGzTUjRY/bGF/0MMD6LKdwg1XjBqtnhUdQF1NprBDepIAyvYEgHoWtOwGzF1jUoCaxnymEjNCkCWMTsJrmM60knF2gtxo8aMReo8AWkLSSqLN03cdQF1NprBDepIAyvcEgNLLOZbk7BkTAtS6a3r210R2HKwMhcUUAHX9sRtjJ+ictxEskqD3CKAlgJqfEunf1CoP4IsOoI4mk9ihPBUSQPmeAFBqKXokxwYdnXNXcNJUuklWeFVI0DFHC/bSeY4W7IGiCHr/Abpqp54AaIwOBKC+Cd2cJx310FFV4+34UzL6pOOYo4XACk5Qtpsxxyr8oPcEoM2jKwDQSB0EQDmApBtMBVAfxKaz480Jn6DJARr3V8UblP8HgZiY87rgBD04gJaQ7El0OhRetnWnriYT2XF7KtqCS0+T2KApdQgA5ZBgrqs2gVGdE7GxdsYdDHObRZ9uiaykg7JXhzp3ErpG9wig/eXszUL0D/xZi0Flra3JBHbanzg5ee0OaF6F93oCQB0LjLr0QNeOynn0mYMJJ1kR3SUGaOzfMm8D7tpQzYIJep8AaruhUgPoTPeBDgDFfaCsKIqCl2W2i6kck/P4w9EpJ1nh7dICNP58tK8+yR+NYwYo8ZWeHb6JFKfcAZriUghVOSLnIy6IjAcoq9noI/2489XR4Tz1aWbdget0nwBKfKl8h+/CxynzQ/gQ3tJn3lK40ZaMn91NzAilaTTlwwIliUdXJziVw+2F0/wAAep+rFEP0GyexiQBFE9jUiIGhAyars4O0PhW8wGU0zYtQEe3GZWcMVf5A1sfIECrxybf3F01pxT7q9vth1OzydR2KE/vF8MvpDM9AaBj2pKt0wN01MH2xJOswNYJAZrC/5jkJJgAs1sfIkCLzfP+mecOgMpNJrfj9NRe2wrzBIDGN/U0Tw7Qcadmp55khXWZDqBJbg4YB9Cx0fmtDxKgiZWXHQBUb5kzQMc0HAlQZmhu+5QATdBsaoCGnoV31wCgedkBQGNbetvfI4CmP6y+PwBNfwoZACWVlx0A1NvwtlVoz6k3tLGY09hMAKUS4+s0GUD15i5TswHUbgAATaa87ACgajuz4e1tJCimBqjb2DwAJROzL4A6Tc0FUJeBkNUCQCnlZQcA9bS7vY0FxcQAJYylBqiHn7bE7AmgblNTAZS7VQDQVMrLDgBKt7ulOTEjQIk9dR8AHZEYujosO25+7gWgbgMAaCrlZQcApZvdEvukp+cZAcqBxZQADZ+CzgDQEIBNAtBbd7uQPtUaADQvO/cXoBHfhQdA+S0A0DADAGgq5WUHAFUWMYqyAai+EABqaQyATqG8iJWZnQMH6I/fvXz5v37wR2SFTMwJADSwS64dd2MAdArlRazM7BwyQHfX3fzymeenVABQAHQagLINAKCplJedAwbo9vnJr7//+eeff/z3bxcPUzz1NIITVMdJN7SxDABqaQyATqG8iJWZnQMG6HL4sZLdMsEvP1kbjcDEjADlBJgSoOG9zgDQkG4nAWhQR7y2cwOUvoIAgB4yQLdfvnN8sESMBuiI+8WnBWjmN9LvB6Dz30jPNnCIAPVdggVADxmgu2+kZ502PzTtjhgPUPIbi2S/EwM0769y7gmg83+V003QsH54jecGaB0rL2IBoKkO4Vcnr7q3H54n+O1RV6PYaVbaDU0QlNd/coBGP2WFrh6Jmih+JgTofXqYCADq1wEDtFgJ8dHTly9/9USIZ56IYwAau8TkAA1rmh6gY5aYDKBxDRMCdFQzX2MAFABNB9Di7tvmFI33wfvTANRzf/6+AOpoOcpORG5i6wFQAJRUXnYOGqCldj//7LkHtI4o6qE3nBWfTv2pd3pDy3aKbsnhtH1yp/S4swSdNlc0QBvDxfSbq43B3yk7Z/IGtBstCu+Q0+rkbt3JAUDzsnPoAGVG3I+cbuyGJvVJjbu9yLetZjE2/OlwbyvDm5Y0h9Fw+8rKu5MDgIZWTKl7AtBr8ySoOUBvPfK3UFuTzelxx7ET6c7azg/QRNF5zX2M4EfjtfRtKu9OOdZBSPoAUFp52bkfAN1ePDBuYwrmZzBAY3eDBqAhsQLc2Zt5AZooOrO5F6CpAvXh6GrfTjnWQVD2vAAVcwKUmhADoPcFoMVP9ANFgo+m0igvN5nZwbYKd5OZnT25ycyOa1tNJ5wDhR0wIsZNZnb25CYzO65tNZ32MvGHIAi6D0oIUObzQCEIgu6JUgGU/zxQCIKge6JEAA14HigEQdA9USKABjwPFIIg6J4oDUBDngcKQRB0T5QGoCHPA4UgCLonSnQIH/A8UAiCoHuiVFfh+c8DhSAIuiea/3mgEARB90TzPw8UgiDonghf5YQgCIoUAApBEBQpABSCIChSACgEQVCkAFAIgqBIAaAQBEGRAkAhCIIiBYBCEARFCgCFIAiKFAAKQRAUKQAUgiAoUgAoBEFQpPbxS8pZ/WD0XtxkZgfbKsZNZnb24iYzO+5tNZnmj7mXzDpzuyc3mdnBtgp3k5mdPbnJzI5rW02nfQB0so7dKSQ29B7cTG0ncDBRjJg0cGDQmJ5HO/IDdETn4Zp/IJPKyw4AOrJjAJQROyQoAAqAksrLDgA6smMAlBE7JCgACoCSyssOADqyYwCUETskKAAKgJLKyw4AOrbnfREr0M3kdsL263QADQwcGDSq67GOyOTMf90iL2JlZgcAnT8oxl1SgKYQkkOITs72YtRPim8Wl0ntzC0AdP6gAOiBMWJuHVJytheCAujuqj3pcGqvXwsBgAbHnD9iVqkFQA+LEbProJKzu6JnoOuT1+W/2186fjwXM9CImPNHzCq1AOiBMWJuHVRyeAB1CgCNiDl/xKxSC4AeGCPm1uEkp4RjCdCVqCG5EuLBu6JYPnovH7DXAN3+v0VV8ZeLsmZZtd5etEs1AC0XFef18f55eVRf9tL21b2WR/qn39147aRa4wAJVfPEnCWKEjGzcTerD1/UvJKTmZ283GRmR4ir05J6T853VyXllhUBH/31Snz0bPVoOGCvAbpu6Pjg3frkk8vd1en2QrRL1QCt2q9Ltm4vKvJev277uuleqxMA60cAaBdzlihKxMzG3aw+fFHzSk5mdvJyk5kdIUrylTis55Gbj+uZ4mWxqqeOvdY1WKrD/GWJwO1Fw8tuqf6/srQkbbVsScuur/61apDrDHQPMeeP6M55dAK8i47b0DxnAf7j7MQkiLPMWEZoMSa78zJo5KSagpDJyeo+0BqF5/W9TA0oS1LK089imIE288wBoM1SNTyb06QVfKvq9WXR9dX3uRTDtX4ANB+ABk+7h+b+RUdtaJazoMOGKDvOAOQXCFjWw2vcMWJs8oKGjBzPiifYVP0BI6+fRGICtOOmDaD1OVA3QOtbmdqD+b/+7l1/uN73WZ0A6Ca2AOjhAlRqnwFAw/ampAClAmcEUHZ+ZgBowLY6PIBuHr8u/9+U2gBatvjKBGi1SHMIX536XFeE3F78/bOmol6ofd3+h3S5HgAFQIMiedoAoADotPIDtD6juawAuLq0A3T7d681gFaXncqCmovLcgra3g61rJt3fbWv1dK7KwC0izl/xAQAFUIZvRkBdOReGQLQ7lOWADWjTg1QMzn3DKB1LPJkzaObzaI9QbkU7elK6SpS/02kRzer8p//Ktteli0e/fXqs4WogVp/Fam6janh4+bTm6Gv7nX7/cXwjSUANB+AOgFhb6eMXgtK9b5C3egRHSZMU9rKOGDiteOIqTvQIthRVpURu/pIgOpd6zgTqvRm/KCekWMfPVKS9GHCXDl3Db+XBPKEG+HDeft9eajvNZXeTryOC6A2HJg7mNnWtjd2n1ReKA08bpQiG4LNNnYeCK1etkZF1Sr8+6a+rkqRacBq1uOmkHy77ViskjZUC7aF3W7c0jtSDJh/S/z59QYN6CSFPOGmAOj/fWcvZ0TNHqA//jlRzDTdhES0HXarO5M05tW29r3RtpcauyvtRimRdzOzTvfbMUbzT5gJAKjdghrEkwA1ft+rZIjDCFs2dEdDgnzGjBxZc+BMDulC9du+yqGcgQODsrtII0+4CQC6/Q3DVHo78WIE/c/FSTWtfr8Q4pnjiQCBMVN0EhbRC1BjgFuHvmNXtDQogja0tuvZqqwkt7xzmOED1PQQFs9tUu46HUD1zolEWHywk0O5UFbUD1Dv+D98gFbnRWs5vghfnfq0PJ9pJR4QE9C+02A7E8ofdHXy239/flp9Q/WHnzzPDeDGTNFJWMRogNr3xGMCqD0gXwCoF6BsNwcD0CmVlx3b4FbU3D3wn3+/qP42tJfIxsZM0EdgRBqghbnbxaBCy+I4gMoFwkVQll1nVKNC6skwoFrky5Ja0k0IQKMMqT74yXG6sBHT/OiOba7nIQOUXNNEpkIrppR3dbdfVpPq7fP6LoLmw+iYCfoIjNgzzTa3kt+nkBbU6UYpGmwo3rROnSGpwjA7RIciGFiWDj1uCsG5iMSaezO8EZvE53NYswiAWk6RsILaFp9QnnCumQCxrlQctqnQiinlDVrdw1rdjlXfHVt/uX98zAR9BEak9sPhnW38h+yg7KAcx9a+3ZGJwkA7zv7avrxJsJnm5yBgRyKdMs0FJodwEGjE7IYR1La4vYW3IUeeXmyb9axUucSZ9aDPZ5lpKrRiSvmDLk9vdtfi0f/+/G1x99zxYP7AmCk6CYvoDjlsN2PkhewQlu0/AUA9wY0S2VagHXtXvrRoSyr5ZeYgGKAeS/b10FylAKg1npEdC1KMknCAelY6Vp4e7ACtFjg76+u8HrpqrtVDA2h1wayaf1ZfFqAfLs2OmaKTsIicEWmOOnJYOgfqsHSwG9PXCD+FOnjHAHQoUGq8Lqk93r3mLjtWh/ZsuXOiWPXbMdrJBUafjlDWWmLlggDq7dlWzpRnWStARTcLVXuhQphmaeCGVqi6eyFEORv0FO4+vGD9XBMj6O67X7+qXj+8MMLGKUeA6gTlTrmUe0elHqmgrA09mBjGGGnEOvyU4RlmRzKg9uVKmZoQvQE7B44Jq7UP+8FDhCNmcizZdaaBz09eCpQVNVab7I0VVNdtK2JJx0z4TAMohVAznYz1Ca1QtF6Uh9RLbSpoFL5fnHz+A+eK+T6mvbkCVC2wjlN93yjMfVuqCHbjXQ3bvsjcNdPYMSNZ89I3cPlKAVCbK7W5mSxHbyMBWgizSyVVdh/u1fGtaMTUkt3yVhURwg7QMxOgLoSqhaJfekKAbhbNQ5+UG071wuqcJXOyCIBqw9A2MC2DX9839MZU0EkBGnhoHGTHHsiRGM0ZO+ikAO22jN5bGoC6TPE3ksdNWDeWZekWKjn7ZcIAemYFqA2h5kawHP9zovoqZC27B5+cEoXlG+79mkcDUNfwMcaiY2jqg9Y5lKXd1O2GsuoHRSHjwTFB5kdlgKkYApGHkYof22SeEZQP0L7I8CX7sczRzd5GAlTZLLZaqcBYEXPNOAB1tSDkXswkpxrO2aEZ4cwFUC17ln7bK1CTAnSzaE5sruXvPOmFK/GIfb/7sQCUGAjmXsHpYxjJWsdSudONzym9Gspn2YrGCbkNPe4cMR19mu/bAulVbmfrPXSmbOmjt6FvFI1slpmzkR/utlJtSP0pH7Xavhdt0xjN6BQ4e+DLWPDWhU5WuECAug5hhtp6uUkB2v6AaM9MW+FmEXCxHADVRrDaqqupX5WGtmEgtQoad04zRp3saXgvbNL782HZQgp7l1JgbUqkvaHXxZ0BV43Vd5MWzYAW2ZEbqZO4nbJfWOZjoW6Vrkb1bFkNVlA6qX71S3rIyQtnTiE9AJW6tFS37BRTAnTZTjK3F9IxvFq4u7J9TT/YzYTaN0AtLJC5WKgthXw23eSDNKEh9lPNjc+pq0ZeF8OYNfjwng1Qe3eWnNHx6STEANTmQfRbzJoU1xqZnfDcqBa0/lQD2kRdCWd2EZACvbkHgtryPHJS7pw+66Y+gJLRtLvwWVEZFYP6n1aSAaoVlhPQV28+EeIhaxrKGu2JtWeA6muq7WrazEEacV2FnjJ7OXvcWZyqn9WKvnfdWB9VWyERBlBjLWyrQ8UfmQOPT9O3knlza1lXSe+U6dO6sJo5W1aGfoh1YCbHaM6FYespBLfBAC1yB2iJyOb0Zv/GLFwJ8fRtdSGecxvo0QBUn1baDkfbQy11z5P/XPc7g5oy7dWbTe9hofpJnnhK0XVjph+9AyKiFFVYpE/+bImxLkesZnCNdbtpW8QwZayi1ku/fiw31oWVqbs7K0MbcxWMQ2GHG0t7xnRSscQjJ2nP4VPEAnTIUbskOXKmBmh/BL9kfW9oJmaqMeeP6Dxk10q1XUw74qmKtOFqAWjbxagNbXrVYXFrSsdJ3wMdVeWjsMg2c7JHNxZ0r1hwjbVXOTmaqb6tZM/spStludHi635sBuhk2GsCAGqMT1m3Rm3g7u7Zjvpu1U0igwAqpygTgDYP7dwsBOPpnQCoXCijyrJLWqHV7SqFOXvkuPH41l3171x2pMWYx4XWQ0opBfKbfiWdifEhw5sDP0DlVAvrCdDWir6h1NlqcHJc09eBwroBNZ3OdQpJjraEyUizVLkvydUzLxzhs03EAFDbmlsK5UWGRUlToRWDSjr2rDy1F5b/nKvFpI4QoMbxaFemHGZZd8lmNMo1agsiKKfC0lLhljRrsmBLNxgBUG10dx/kYhc2zRLPmsXU9DbU1152c7eioSfhbxxAhzQ5DKjx3I367edLgaMv/21Jro6JeOw/vYUPoMJeOCNA+wvuyvRSKexnoN0j6GgdI0DtLbTNZt0llSp6v00IUHUhx+4pGxkNUPlz0U3zqJ3eTEX9llqz8JrCQJY2ATUprqyWZRuFJOf/b+/se+Q4jjs8lKiQF8sOIMa8mE4sBbFhniAkASLoGMhw7EACVyAFKQB5OPpuvv/XyL7M7vRLVXV1dffszNzv+YO3t9PdVVPT/ezM7N6yD47HWKzhp1Qg4iWGo0CgxJ4FvYXasihnzuFHaEP3Yn58jnzS+SumZgJNfw50/BQTBDpG9B1Bthg3SHN7bBsQdsw70MmsEuvPycL5LfskizRvEHxoQMcfOzt9qN1MCDQq+knlrrL2j3l/RrvVjaNEhzRdnN4/Hr5A2aMyNiUSUwWNExAEKg+bvfKGCqfzPL2szFygir9EOv0d0jXugZ4iRh+1jltwq8CbnuHyDQmCstl4cfmseuekMpBVvFRPYxwahxllCDRMYIgm3W50a3BadeG6dkbPEOgYo2dKzx2tYLfGvTv8cNqJxRlLMu4AGZyqCntaz8WTjOWNJe0x01fcnghHbg7HriNQ2aBlV3bpv4W/uzycj95f4V34U8TTRCAmRDz9E54gh/SmmrwMImORAiXs4YSVBNqP72x1owCkdHwtRBlsx4vOu5j44ykhuSNOivyxkuoQIL7oBRUjbTC0SxXHO7DDAz8BpipuBm4+bDhxc+p1nus2dOQ329I5bXB2bu4CVXwb0+Yg1xvNCeiDFSi5GIlvCA5buCuIIgjHZBMk5i4qKq1u1LGY2Bj/MI43uGbRnh4we+2ky8SPixHvVFADvjpejqQxhqeP++BvcyvcE1mlgg4b/F5xBszpqKezaHKw4cTNvkCjdLheckyBRDquQI+QNoy2pgUqnaTnbvC46Z68+3B1PMkcLtfdJ/v+1e7/b3978Uwz3EMTKLUK+0BkHoxKKguUlANz7cknNrQ6/HPckClQvzD0Porxo2qcgvSdOzB/rNgcuarTLyuer8ik3BNKPpuOO+dzC04mMAajcuX3U3cJfyCYyGwnbkSRRDrRZVG3AIH2ty9OXz4/flLJeXLLm0+77uM/qkZ7QAL1Z3+8nV6bvb8gnCXHtO/V864nz6ycEbxlHwpU+lPOwxCHTTkC7f0s6L08Ppv2J3mm3VsEelQdE2ZMzE2Kq2SYFRu0pwQaVc5PK6wKX0cqJr+F3Z7ypzhegkQ68oW79Egh0MwJIm1oSfKQtog5SRQvYndaW71z3uFsJ1ekLxW/RtKS0M07T5tkQv6FZ3QGdlo4cRbDTjhbUwINxeNs7IPBjxVM+jMSaFQDvjpistTuDj+dpLwOvdPcH0kMeiqmU44wGfGoRFmnT0HF4sQ90/7kRksiJHrYfGwFgcqVqhxzkihexPC6zVUd4R+3VbiVE2gfhEgd6PfUSuNyjM5GNRyDHB7LAg1kGORB72cYjszgGDzYRatAydDCwfLSppuJQePjGjsxrFK0z1yZ8kuQ6km11rW1hGso0D4ZNWNDS84R9HwC9Vcbv976cfLRWxMC9YKK2ZB2CZ4Klp14ChxldDo3SZyBBmIJtpE7qslg+BntYguBdoSuvKT9pPw+qmzEIKzVE4XKKQHfp6SpdYxx7+oL1OBJCLRdROJKKnyCmf5ej+BB+CwZlM1GEujpyotecE6GIvuhTjcu+HTiaE4a9KhS9caL27YCJc6QxZTJJnLQtED76IEb5tCUah4mpywO04UrUBmJcOPsNwh0hBMoExYCXYJAvVUQ+CT0DDPNigTqBeRy8vJg8u/7Pi1QIh4fPylQtyLDz2gXqwqUjE1kLO2KKpuxkztG8JOoknuKzCehKg7TJbONliF5dms/vP42ECgbFgI9s0DV11bOfI/aekqg10L6QLtpcE2ppOKc2KY56cQhx1PJ+Fni5YQIT1RLziZHoEJEsgjSFlU2Yy9+J4Oxh4eq/DTFYbpEO8iNYEAsTmcVqPyo509BIdBzCzTDoH20Ajrv9zFAPG8rHGhNbtHjoE1uOkH/4af3pP/D3/8wupNd7/3O73N2YbxXMKEGXGkMApVDhk97fYUEkyVguzRyp5xON7zX00agnEEh0LMJ1JfhuJHHHcJ/khmDCMpmo8nbiSqtUO5JQzphfz6U14SE26MpBUr2UgdlBervjBeProPX122YU4Iw/3TBKyALtIdAJ485fUTKEf5vwvSPJun+X2IpdcFy1WUTbnTO3Py4ycwimx1/VaZDjkc+r4TevQoCVVeG76ULSsyceGf4FxlNSZJBud3OH9iGUJzj7jcRKGPQ5Qr0b/9bKWadYXIi+r7zZ1y4EvsMY/ThIH5QNhsh0zERIpoTJZGIf6WpSofbv+hJZXHCgrhVsgrUGTYOlQrv740qaPLFjix9oiB0Ypqgiv2rjyjQw882AqUNujiB/u3bX3723f7RRvMNo4qYFcbIjBhMN3ne654iFmGFRRkMH4bzwlKZML2T6dA77I7ZR9vokggl8kbgK8BXx9sjJhIbPRxFFTRfoESuRGUT48oRJzaFJNDhJwTKc3e5O2KPv++jL4Eyx6wwRmbE9HIiprj81GlAbuAaAg2ecq7Iw7bMvoxbxXTIHfNzosePwzoAABsASURBVF+G6GjMSJpsmgnU+Y3aRXs28q9ElnF4dVCiqO1JFqeZQEmDzk2gzHw7cd199H3/t1d//3J1Aj0+w01x+anjgGzxmgg0buutRzrL6QRKnJsSA4k1aCTQuIkqqE6gbkJErkFGcXh1UOrwNOeMAqUMujCBbk9A9193/+HLPy5foOySGtYAM+dDTzqP+dVaJtD4hMk/PFEK0X6GeyClw+2wXyhqL6k41DNhxbUC9fdaFqgiH3+HuKC6DWGIpECPOxOH1wZ9kAKtcmLSjGTQUZqb5wsWKGEhaioyizBu7a0ZeuQql4XMgF7MIEcajQrcGO4vx0dsFkLwQJvjkHwBpGoEu83vrniEgkENi5IPRTUJCheFVwZ9gAIlarUwgd5fnaS5+cfVC1SY9seH3rP8AhGmuXdWpsyfXJzJ1N3crAJ1f5BZ0LUYN4S5ytn07Pj+AL6+icin3SZ2zhklCspmE+VAh+LzVB9wCDSuYkY6k5IOejP+/5+bbrECJRYRPRXZBRduF1onpjmx1pT5B09ImYekBerPVfe5jn5bKPidCkrkmihOH49P7ic7rpA4f27b7gwUAjUJ1ClauL9LE2j/9renL7ffrEmg9FkgYQB6OztwcsGYBRo+IWUeohFo/Kx4IsfuN9UsPIMvF2hw/KLQbv5BmlEFywTqhYp+jTJIAoF65Q32eHECdflx2Z8D1cy9RFvSDv5aHH6vKFDqOoa8sqU4rWc5HSakM4bjUTdg0CMeyx3AIlByP4l+9IELnjr+Eh60ZDZsuGBH4xNSKisRCDT6WhFvmuXm2ZJzBD2fQDMap4ZiTweddcMOkS1QDd66jde3cd7RNnA3ZWWXL1B+JNXTXLMaxZEzcbeuVaBH2gq0D2qZm2dLHopAyZMstrXUNJ7CBoHmpKMmMFSQp3XeOaMef3W1kJPcOILoiDA0k5HyaSaPGgJlQhICzTveECj5kfp4TivzbMmDEWjT0fMF2j6fWPNV0rEuYK3OW1enqkDFEHbVLUagB8c93Ru0Ozw4+PTwj/PM8dmn3fHZp4N3h5ZO58M90ECgzKxW5dmShyLQszCvbGaWDo5VfjYzS+dM2cwsHe5YtQMCRTpwhCWbmaVzpmxmlg53rNpxjjNtAABYBRAoAAAYgUABAMAIBAoAAEYgUAAAMAKBAgCAEQgUAACMQKAAAGAEAgUAACMQKAAAGIFAAQDACAQKAABGIFAAADACgQIAgBEIFAAAjECgAABgBAIFAAAjECgAABiBQAEAwAgECgAARiBQAAAwAoECAIARCBQAAIyc439SntV/GH2WbGaWDo6VJZuZpXOWbGaWDn+smjF9zLNUlq3tmbKZWTo4VvnZzCydM2Uzs3S4Y9UOCJTOr02efNR4Q5S2OLAygfcxQjanUYng9QuUUxyvPumstLkSddcUZxIS4U47Wfm4xPMwiJq5oSXrFWjdY2qCzYzOdT0CJZwJgQop+MlkCJTal4okhoZAH5RAtwu37nFOTwQuMzrX1Qg00CWV0/oFmpOCn4xOoPIO1SExKgS6EoH++H+piDuEBd0INhsyv/UIVJETBOqm4CejKE60A22u7hNjQqDLFugPF4/+sP3x5qLrnr2TIx6OiXRSVO+4j7/x2cRP+euyaFH27k8parzB63F6ghy+p3PUFFfK5nCsjtf5YbfaKzWrOF599o+ErBRqCUdLZ5O8ZOe32BjSZLeeMk/vLV+C6EliHgZR8za0ZMEC3Tz6/V9ePOlvuo++++nquRzRDXm8Dce2DfMzTsoaB3q8aXhMJExs0nTYEcYx9rmm80qsj8QxIhLgM9INkLtBkYXZZapLeHOLeuloo5D51K8OBJrF/dXL7b8//NvFR6/7/vYfxFPQcC+F1UkfVsvRLj3QxBsvJZ5oNu+89TrUNZlX+gQjw6FEtMwDVqE4RESrI0SB6jKpqdDC4nC5VK8OBJrF3W9e7/590b08/cJHjEJyi5M7qIYpWXigXYEc7zuQeU2TDj+sm4JzsmzMpndlrDMo+5qn6JtKJ6O8ZYdHF7QwHRtlxREyqVydvNFuttE/efffr/2H/e3FyzrZNKSSQP/pm+2/19s93/64/UWmQJkTHPHWy2SXhe+J5Hb+pHSiTqqNQP2ijEnXEGgvXiq4KWQ9n5VOxlVqcRKKoFm7VGttFxUndb9h4nSO3F89+mZny+3lq/Ow3wnlSZ1sGlIp5PWTd/evuk/+57Pv+w8v5L0m95LQlHxAJ7ksdK/Zw26kTrRZNRFoF+pOO6jWEYqzUOkEZ7LT86pnWVUEarloygyqGD6RQtXq5Iy12UnzcOXqPNz9+x8fiediJUFrUSnk3eX+zLvfbH8casBHZEKGpkov+7aXhZw7j91KDNpCoF1oO/WoekckFSpfNIhZpMcoHsDiiDoCrabQguIo7oXXq07GUHeXnxzeNPnhG+fh9p/Nk8xr+AULtL//0xdf736+/e32JFSOyIf0jJWsRtPLQvltk0MvsoHyrYXcDYohWX/WE2hKoYmLBjGLdDvlAPJ1qi4HTY/csaoY1F4cRfT8BGtM5JvuOfFwq5Qvt0LNuoZfskAzIioumlPNjiOps8870Mk3nYdeZoPWF2gYtZVAZYWmrhHFNJLNtLdHalhc0cEi4+Ilbi5O2Qt79XQcNqM1N65Ab7Zno9dZ1/AQ6I7BXsU3xXVBiQ2Kz+wce3GX8TXTUSH6s65AJYVWuclWVpzkjT5NCqoOpluGpWvcWpzS2ldOx4U7A71+uXsi5xp+JQJ99SyO4pEcgfucEDWuLiflgRbve1KdmHeYKqWjJqpDU4GyCk2fBcnbE63Kbi9n5aBpbzpWpQa1C7Rs+MrpuNxePCEebh/vZZFzDb8Ogd5dxqfdmQLdrlDmbe54YF1SqgOt1GfUKT+rygJN+LO+QK2vHGUKrHIRemaBlhrUWJzyS7Wq6fhcD287b166Dzf7k9Gsa/h1CLT/6Ts5ovI0JN9llmbOBuVHxaPRsj7Bqk9HTxyuvUBJhUKgqgFL1pytOBXuddVMJ+Ducn+hfv3cfTh8mtw9J7Vn05D53QN1Wqk+uV0W1L2bqf177+h+Y7ZBqwo06c82Ao1rpki+yIF1xq+liGr3qzM7525IbgxaZiVXaSLvPv043O0cHm5NevhIfdd9In85kTloHWYq0KFRNYMmDrTy0p0ZLN+gNQVK+XMagYYKhUBLhyzoW0mgmclVvhdVCAQaNdK8oVPhsjDDntRg2bcDK847Yv9zr6xLHJH1yV1dm9ULtGShm4qTFa9OYwi0XcQs4VUyaOVr5vCZXIPWS4fa+ykF6ihUeWCTrQqKU0nhuuYlAq3vXgh0NQLN/jYmsVEdgzYWKPlG0hTpaPzZWKAnhRbeTEm3qCPQWhepTc4j7T2FIau9ZGSmU+0LAIqzaRmzyij3P/515Nvsb2MSGxV8g4WiianmxQatlQ45QScX6KBQZeNkswcg0Ab3T2cn0KyPLdZhwQK9cgsmf3Qre5LXMOgEAs3RVj2Bxs/lfzyzhiMg0CymFGj+VU2VdLru6dOnEyl0elePoesMc/3o8xO/qyzQ9GX8DASa561K6ZCtzyPQw98+qBqa07Gr19Qs1bhouVo7L06gE1zIn+NkdwxeZ5gb5+Oude+B7ik2aHuBZl0510lHdwE/lUB7+kum8wd9IAK19V6eQFvfCz2Y8+nhdLdZFD58nWHu/5z4f5By74nkGXQeAtUbtEo6dCWr/oFltkB1/+uHcfuaBGrtvUSBHn7LS0KfwG7k5Qs0FaVUoEcvcH+u3m5RKjtRiTUXKBG/6l/mZ6smiE+nNKFAbQkoG9Pn/+q/ybCt9vzicK/2bJ4NBNrMoMOwqxeoF9Ek0INBWU2cW6B0YpVmu6Lpe7YyiiHrCdQ3KJdTYtR6AjUmoGwrvIxqDHpOgYp5thCo/Z5FIvzxDBcCTbXaHWxHE5kGrStQYaXq/ji8QjrebBEKM61AXYWySU0lUGsCyrbSy2gzg1aZUok8ra/i/oZAoA0MOp7WQqCKZu998kZtK1AusbYCTcdXjlhVoCeD8klNJFBzAsq28gwtGdnSKWMDn+fhKeVXSSaihgKtblBnPAhU06zEoBMKVPOfuZWnw13AR4WZXKBHhfJJtRKo8qhMI9B632Wr68RtSJyABtd1jkBVO5Ej0MoGdUeDQFXNFifQnFmdmY5WoJoBaws0XpJZSbURaM5/+KoLuhKBxknvuzQQaFWDemNBoKpm8gQVx60sUOlicRKBKuNPKlC39fkFyupBMZAuqOMZKZhhZEunAoGyXdK7kifQigb1R4JAVe2WJ1Bu+MkEqhqvgUDlGy71BbqP4Vx6Ej5zUoFAxTzjSwlLOpRAqxk0GAcCVbVLHHhp4NoC1V5CNxJo3bt9TQRqPy3OLM4YwxdonEDUMH+nxC2MSbk4EwqUzYxMLhxKKFWuQCsZNBwFAlW1Sxz4OQqUGX8qgeqGm0KgGWnpixOOrjL4+8C0WTulTUfjqwkEGu6rnBA7El+nbIHWMWh8YguBKtrJx31agXodhSnZRKDUKUJGdH3QmgJV/98fyuIklcRPl6GdOJvSucoC5Z4f0X75ii4d7jWV+EySYR1xRTIJtNg50RAQqK5h/oFPbqsi0Oxr6MoCzf4gvzZoiUCDpNzcygVKTwIxAaZdyqI5xZHnZ9gkODfkwijTiW9cHgZldZi5jujG+QKtYNB4gNULNP9v4Xvy4MjTTRi5sUC9xBQOqy3Q3D8l1QYtEmiY1PiwVKDapc9NF+0LkJxr9vyM+r/nkDqJG+IhuEt7PhIXIqs6vECLL+KJ/hAo0yt6SpxhZxSom5hCYtUFShbGfrMkdwSmeZjU6TdxXJUjdD2zpEhLJa84Gf5M3vEgh9IUR9FDypPf44zqCAItNCjVe/UC9SKWCPRA5kuntMlec2mepZqVpUP70ziY2K5QoASHNVgqUHv8ZLtQEtWKk9FfkGn+zMlOs0p1JIEWGZTsC4FmNqUX0YMWqHEsuWFudTTtd8euRKCF4dPt/JOzcwiUyGYmAg0Vahao/cKPXk8QaGZTyqDTClTUe6JVUTpqf85ToLtsxTegmws02UxlrIkEqu00lUCVbweKAi0wKGdkCDS3LWHQyQXKGzQRYAKBlt1rzkjH0kH88vqC4ujCq1o1F6ite3uBqu/DJKJKAjVfxDP9IFC2bY5BJxao7iK+ukCr+/NcAs3+C51JBZpu/HAFOirUKlCjQbleECjfOMOgUwtUdRF/HoFmzaVzCJT7KKc0BgQ6G4Eep7hZoCaDsn0gUKG1aFDt58YnFmifuEtUV6CZf9aa0biRQIdWjEJbCzR3AtYZp1J3Q3Fq7W9mOgmBGgzK94BAbc2D9Te5QDUX8bUFSvkz75upMoLmVydXYfkfdSwOPw+Bmm8CZo83U4FmG1RoD4Ga279PXS0nNjVbBce0phBo3GYxAiUUCoFaulkmf2FbOZ2kQDOnqdQaArW3d/6mYnqBKk5BzyDQ/Jf2/C2Gwdg22guJOgI9Z3HKO69JoFkTVWwLgZZ0OH1oT/jPsNoJlOsvftCjpkCL/VlboAaHvVddSKhGrnOfVNO8ZOpU/hyktCGxzdoymY5CoBllkFuuXqC2v4UfO6cbjQIN/nTjOAY7eGY26uTeC1+c0VKglgLnb7GMJjVxjlbRsVqMQGt3XKRA1ZM10Q4CTfVWtuvpvyNuKNCkQVsLtNyftR2R7EQ3SN+Jyb+/ah1E1b5g6ti7GgWqjFfvtVcp0F7lg2SjdQj0xz99/vl/fZeO2OaykBx5AoGmDDqxQG0fr8vfIg5ndNiDEWjBSrcVp855Xl46OoFqDKppsXiB3r86nl8+e5eIaLosLFw7DQUqDPGe++KhegKt4M/qjih0WOGxSl3sacZQdbDfxmxx7lpjtytevKgFqjm9VCyKpQv07sWjL/76888///iXry4ev5YjNjmrSQzcUqCyQScVqPUP5PK3GAfUDLpygRb50y5QRcyaFy96gfaJ23q6pb90gV4/Pz28v34iRzSe1WRf3Kq21RGoYNC2Aq3hzyaOMIVLbNcK1DIPDD2aTWS5e+4G1eZDk/MIVFSo7uVm8QK9+81r5hciYotFmRq3qUBFgzYVaPinrLVPGFtcpSpuaJVlI3/iWjWEqkezSym5f+4G5XbrvTV2Q4ZAe+7NZe3Z+uIFev/lN+Mvt79oIdBkMc8oUGFZ0N98WUmgdfzZQKDCwdK8I1CYjXQ0dCOoutjO2ArnW4FAiw2bl06OQEmFZnxiZ/EC7TePvj4+fPviudSyxaJMD9tYoOz07HafTa2ajtOikj9bCJTvWnAmlLEauecrCzRzwLLbn3I6itelxJ3Gswr0WM4hjS6vuMsXaL/puo9/9fnnv/tl1z1LRCxZlNIBMwWtVXP2EoT870dK0hmb+H//aN+TJgJl+mbtoDkb5r5J1YvUvste5RVWeNFLr7wvldPJFWjvODT3tWkFAu0/fHXY68++T0UsWpRMkVK1ay5Qegrun6ou0KGN963NJZOnlUCZVxRzOlmuop6reo512KKufBV9FhZHuE6qfffHJNBjx+x01iDQLfc//5z4DOg+YuceMOKhU8GujPFwiPNuaNGdfkZtxsTc/NR57N6LD9KSizPmI4wZjMohnikNDYRjFRbB+bUJCUc4aYwPT7vJZNb7x5hu0fu/qYoT9mBRNVKMkS6OtsxECZxSBc/SL4XysTIK1MRKBKqM6M454qGzPWNCJGGzYVZcmPDp56mNPnboOnneaYfU+dMNKx8LujpBEXLzzEfz6uJn5O0iN2Yqau//piqON3iyWSGJcbImpFQIrj5UNhBoC4G+im+CsoeEeOhsrzIjmBlwymwCgYYGTQmU+nt+l5z95vbKOy7coVyLQBVRCwSqCcoNoicxEgS6FoHeXX4UfYyJPSTEQ2d7lRnBzIBTZlMINDhhTAg05U+rQplw5JZTdYIiCAe0EksUqFgRrn8mieHmKNBuSoF2axFo/5P8hSJVDnM+Z84muopfQnFmls68splZOmfKZmbpcMeqHee7BzqP0k6XQHAVf+50PHCs8rOZWTpnymZm6XDHqh1nCNkLb9412CRumyPmfbF2XFqBmITJZzOa5gywBOh7NgUNl1uKhkCgswMCTQGBaoBApwACnR0QaAoIVAMEOgUNapL4NqZ9VAiUBwJNAYFqgECnoE5N7n/868i38rcx7aNCoDwQaAoIVAMEOgWVBHrlvhUWfw40igqB8kCgKSBQDRDoFFSqyfWjz0/8DgItAgJNAYFqgECnoFJNbpz/xgP3QMuAQFNAoBog0CmoVJP7Pyu+h8mJCoHyQKApIFANEOgUnKcmEKgABJoCAtUAgU4BBDo7INAUEKgGCHQKINDZAYGmgEA1QKBTAIHODgg0BQSqAQKdAtQEAACMQKAAAGAEAgUAACMQKAAAGIFAAQDACAQKAABGIFAAADACgQIAgBEIFAAAjECgAABgBAIFAAAjECgAABiBQAEAwAgECgAARiBQAAAwAoECAIARCBQAAIxAoAAAYAQCBQAAI+cQ6E//+elzesuHF133+Gt+0/fsmJuPXtMb7i67rnv0TW6OZ4MvjlSdZH3WU6A9QpUMzXak6rcwxLkScP/tp90TqYFTxrcvuscLmyttOYNAbz7+tKOn9e1Ft+MltemLd9tJwUlg25PbtNmNKE6PWcEXR6pOsj7rKdAeoUqGZjtS9VsY4lwJeHPx+Ot3UgOnjDePvu7fXqiGfSCc5RL+hp7W91e/3s7iq46Yxvf/vjvEt9yhu3tBddpv+RdxbswQpjhSdZL1WVWB9nBVsjVL1m9hiHMlYKMo0bGMd5e7n+zFzENkTgK9/cPu3/sr9nqSneCvfn3FHNTr7lfKC5m5wK35ZHUkAaypQHsqC/TAagSqmCtHVBU6NtrsB7y9yCnqypmTQAeu2Re4a+ZK8+bZPeOH/aXM40W9YCZmNF8dvj7rKtCeJgJl67dQpLkycHf5ieIKZCjj/dW+8d3lyupUwvwEen/FHJ6fXvwdfazv/vk154e+//nbC9WVzGyQ1zxbHaE+KyvQngYC5eu3UIS5cmLT/f6r9LtnQxkH2w4eBTvmJ9DbX5Cr+f5qe6r0jDxwr77peT/sey7pFVNe80x1xPqsrEB7qgtUqt9CYefKyPYq//fv+rcXiWv9oYy3F08OnZb3gtuM+Qn0FXcf6v7NBdlv8zxxTO8ul3TA5TXPVoevz9oKtKfBGShbv6UizJUjwznlJvEKCoGyzE6gG+nklPoszu2zPnVMN0v6mKO45qXqcJ9VWk+B9jdsD6k2ehNpTWaQ58qBQYmpV9DTJfzQGpfwJ+Ym0Js/SB2pu+L7zzHuED4Emb6WmQ/Smperw7xrsJ4CtRao5l2XxZCaK3sGJabOKfEmEsvMBHr7r2LHDffSJ8+AmyW9YgprPlEdoT5rKtCeNgLl67c4knNlzzAtUm8LnT7GtG+9mk971WBeAr3ZXW32H75gNcktB9kPrxZxgTrAr/lEdaT6rKlAe5oIVKjf0kjOlWO7/V8rpZR4LOPhE6D4IL3DmQRKXwO8OfwBGjHpP1w+/q6/f/WMG5Hzw6vPvt92+6M10XPAFUeoTro+ayrQHrZKpmbp+i0Maa74XD/6uv/wIlGlUxl3N8vf4ATU4QwCPfydLnFo3wz36oh3NO6/2j4v/MkM54fdRPpsSV8RwRZHqk66Pusp0B6+SpZmvaJ+y0KcKwE/XHSP5Nulbhm382VFX7lSAXydHQAAGIFAAQDACAQKAABGIFAAADACgQIAgBEIFAAAjECgAABgBAIFAAAjECgAABiBQAEAwAgECgAARiBQAAAwAoECAIARCBQAAIxAoAAAYAQCBQAAIxAoAAAYgUABAMAIBAoAAEYgUAAAMAKBAgCAEQgUAACMQKAAAGAEAgUAACMQKAAAGIFAAQDACAQKAABGIFAAADACgQIAgBEIFAAAjECgAABgBAIFAAAjECgAABiBQAEAwAgECgAARiBQAAAwAoECAIARCBQAAIxAoAAAYAQCBQAAIxAoAAAYgUABAMAIBAoAAEYgUAAAMAKBAgCAEQgUAACMQKAAAGAEAgUAACMQKAAAGIFAAQDACAQKAABGIFAAADACgQIAgBEIFAAAjECgAABgBAIFAAAjECgAABiBQAEAwAgECgAARiBQAAAwAoECAIARCBQAAIxAoAAAYAQCBQAAIxAoAAAYgUABAMAIBAoAAEYgUAAAMPL/RM6jLESiPfEAAAAASUVORK5CYII=" width="672" /></p>
<p>Split the database according to classes.</p>
<pre class="r"><code>Data.R_Class1 &lt;- subset(Data.R, CCA == &quot;1&quot;)
Data.R_Class2 &lt;- subset(Data.R, CCA == &quot;2&quot;)</code></pre>
<pre class="r"><code>fit1 &lt;- lm(Employee_satisfaction_and_appreciation ~ 
             Cooperative_professionalism + 
             Hierarchic_rigidity + 
             Meritocratic_professionalism + 
             Company_Age_Log + 
             Number_Employees_Log + 
             ISO_14000, 
           data = Data.R_Class1)
summary(fit1)</code></pre>
<pre><code>## 
## Call:
## lm(formula = Employee_satisfaction_and_appreciation ~ Cooperative_professionalism + 
##     Hierarchic_rigidity + Meritocratic_professionalism + Company_Age_Log + 
##     Number_Employees_Log + ISO_14000, data = Data.R_Class1)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -1.8409 -0.3348  0.0549  0.3619  1.1334 
## 
## Coefficients:
##                              Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)                   0.65265    0.55792   1.170 0.245388    
## Cooperative_professionalism   0.40224    0.11085   3.629 0.000488 ***
## Hierarchic_rigidity          -0.09927    0.08946  -1.110 0.270309    
## Meritocratic_professionalism  0.37679    0.10170   3.705 0.000378 ***
## Company_Age_Log               0.06429    0.06731   0.955 0.342229    
## Number_Employees_Log          0.01894    0.02894   0.655 0.514519    
## ISO_14000                     0.33983    0.18375   1.849 0.067910 .  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.6245 on 84 degrees of freedom
##   (14 observations deleted due to missingness)
## Multiple R-squared:  0.4885, Adjusted R-squared:  0.452 
## F-statistic: 13.37 on 6 and 84 DF,  p-value: 1.401e-10</code></pre>
<pre class="r"><code>fit2 &lt;- lm(Employee_satisfaction_and_appreciation ~
             Cooperative_professionalism + 
             Hierarchic_rigidity + 
             Meritocratic_professionalism + 
             Company_Age_Log +  
             Number_Employees_Log + 
             ISO_14000, 
           data = Data.R_Class2)
summary(fit2)</code></pre>
<pre><code>## 
## Call:
## lm(formula = Employee_satisfaction_and_appreciation ~ Cooperative_professionalism + 
##     Hierarchic_rigidity + Meritocratic_professionalism + Company_Age_Log + 
##     Number_Employees_Log + ISO_14000, data = Data.R_Class2)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -2.19964 -0.56495  0.08902  0.51493  2.22899 
## 
## Coefficients:
##                              Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)                   0.02122    0.57456   0.037 0.970627    
## Cooperative_professionalism   0.61426    0.16513   3.720 0.000364 ***
## Hierarchic_rigidity          -0.19798    0.12857  -1.540 0.127427    
## Meritocratic_professionalism  0.40056    0.14528   2.757 0.007187 ** 
## Company_Age_Log               0.09410    0.09804   0.960 0.339978    
## Number_Employees_Log          0.02624    0.03687   0.711 0.478803    
## ISO_14000                     0.13521    0.25204   0.536 0.593087    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.7686 on 82 degrees of freedom
##   (13 observations deleted due to missingness)
## Multiple R-squared:  0.4577, Adjusted R-squared:  0.4181 
## F-statistic: 11.54 on 6 and 82 DF,  p-value: 2.536e-09</code></pre>
<pre class="r"><code>Data.R_Class1 &lt;- Data.R_Class1[-c(5, 15, 16, 20, 29, 48, 52, 55, 58, 59, 61, 77, 80, 85, 90, 91, 92, 95, 102),]
Data.R_Class2 &lt;- Data.R_Class2[-c(7, 18, 20, 61, 65, 69, 70, 77),]</code></pre>
<p>Running multiple regressions for the variables: Employee_satisfaction_and_appreciation, Cooperative_professionalism, Hierarchic_rigidity, Meritocratic_professionalism, Company_Age_Log, Number_Employees_Log, ISO_14000. Class 1 only.</p>
<pre class="r"><code>fit1 &lt;- lm(Employee_satisfaction_and_appreciation ~ 
             Cooperative_professionalism + 
             Hierarchic_rigidity + 
             Meritocratic_professionalism + 
             Company_Age_Log + 
             Number_Employees_Log + 
             ISO_14000, 
           data = Data.R_Class1)
summary(fit1)</code></pre>
<pre><code>## 
## Call:
## lm(formula = Employee_satisfaction_and_appreciation ~ Cooperative_professionalism + 
##     Hierarchic_rigidity + Meritocratic_professionalism + Company_Age_Log + 
##     Number_Employees_Log + ISO_14000, data = Data.R_Class1)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.65697 -0.25533  0.03982  0.26402  0.58436 
## 
## Coefficients:
##                                Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)                   2.0208934  0.3929246   5.143 2.69e-06 ***
## Cooperative_professionalism   0.2637233  0.0803351   3.283 0.001657 ** 
## Hierarchic_rigidity          -0.3611673  0.0637196  -5.668 3.57e-07 ***
## Meritocratic_professionalism  0.3405022  0.0729962   4.665 1.59e-05 ***
## Company_Age_Log               0.1410709  0.0479451   2.942 0.004511 ** 
## Number_Employees_Log          0.0000177  0.0215958   0.001 0.999349    
## ISO_14000                     0.5047420  0.1252284   4.031 0.000148 ***
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.3622 on 65 degrees of freedom
##   (14 observations deleted due to missingness)
## Multiple R-squared:  0.7691, Adjusted R-squared:  0.7478 
## F-statistic: 36.09 on 6 and 65 DF,  p-value: &lt; 2.2e-16</code></pre>
<pre class="r"><code>par(family = &quot;serif&quot;)
plot(fit1)</code></pre>
<p><img src="data:image/png;base64,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" 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" 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" 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" width="672" /></p>
<p>Running multiple regressions for the variables: Employee_satisfaction_and_appreciation, Cooperative_professionalism, Hierarchic_rigidity, Meritocratic_professionalism, Company_Age_Log, Number_Employees_Log, ISO_14000. Class 2 only.</p>
<pre class="r"><code>fit2 &lt;- lm(Employee_satisfaction_and_appreciation ~
             Cooperative_professionalism + 
             Hierarchic_rigidity + 
             Meritocratic_professionalism + 
             Company_Age_Log +  
             Number_Employees_Log + 
             ISO_14000, 
           data = Data.R_Class2)
summary(fit2)</code></pre>
<pre><code>## 
## Call:
## lm(formula = Employee_satisfaction_and_appreciation ~ Cooperative_professionalism + 
##     Hierarchic_rigidity + Meritocratic_professionalism + Company_Age_Log + 
##     Number_Employees_Log + ISO_14000, data = Data.R_Class2)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -1.26597 -0.35030  0.07777  0.44791  0.95034 
## 
## Coefficients:
##                              Estimate Std. Error t value Pr(&gt;|t|)    
## (Intercept)                  -0.02505    0.47101  -0.053 0.957727    
## Cooperative_professionalism   0.62514    0.13890   4.501 2.47e-05 ***
## Hierarchic_rigidity          -0.25893    0.10421  -2.485 0.015229 *  
## Meritocratic_professionalism  0.48745    0.12329   3.954 0.000175 ***
## Company_Age_Log              -0.03925    0.08546  -0.459 0.647357    
## Number_Employees_Log          0.03666    0.03056   1.200 0.234104    
## ISO_14000                     0.14096    0.20165   0.699 0.486723    
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
## Residual standard error: 0.6053 on 74 degrees of freedom
##   (13 observations deleted due to missingness)
## Multiple R-squared:  0.6262, Adjusted R-squared:  0.5959 
## F-statistic: 20.66 on 6 and 74 DF,  p-value: 4.612e-14</code></pre>
<pre class="r"><code>par(family = &quot;serif&quot;)
plot(fit2)</code></pre>
<p><img 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" 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" 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" 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" width="672" /></p>
<p>Generating and saving in pdf file, the table with the regression templates found for each class, using the function export_summs( ). You can also use the stargazer function of the package with the same name. To be able to save the file in pdf or doc, you must have the MikTex package installed. If you don’t, you can view the table in the console by removing the arguments: “to.file” and “file.name”.</p>
<pre class="r"><code>plot &lt;- plot_summs(fit1, fit2, scale = TRUE, model.names = c(&quot;Reactive&quot;, &quot;Resilient&quot;))
ractheme=theme_bw()+
  theme(panel.border = element_blank(),
        panel.grid.minor=element_blank(),
        axis.title.y=element_blank(),
        axis.line=element_line(),
        text=element_text(family=&#39;serif&#39;),
        axis.text=element_text(size=10),
        axis.title=element_text(size=10),
        legend.text = element_text(size = 10))
plot + ractheme</code></pre>
<p><img 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INTHFD/yR3Sf0JKKxCUwzkACqjBabVSQGOCn+cxUUANTq3VPFcXndqddXLAz/OYKKAGsnLAqcVpBQI/z2OigBrIygGnFqcVCPw8j4kCanBaTyLNBacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADnURywKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAJ5EccGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATXQSSQHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA10EskBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUAOdRHLAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EAnkRxwanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNdBJJAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADXQSyQGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA51EcsCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQCeRHHBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHYOkBPZtx6BKc41xWDji1OK1AKKDLYdkBPVthL8I5zmXlgFOL0wqEAroclhvQs3WshTjHuawccGpxWoFQQJfDUgM66uZhBeUc57JywKnFaQVCAV0OSw/o5M1xOMe5TiI54NTitAJBOZwDsMyANqJpF5RznCugDji1OK1AUA7nACwxoGPJVEAXAOe+ItXitAJBOZwDMEtAz87N4reyMhRQB5xanFYgKIdzAFYX0Pk3s6S/+uFwzj5OK1ItTisQCuhyUEANOGcfpxWpFqcVCAV0OSigBpyzj9OKVIvTCoQCuhyWexJp7P705TjHuawccGpxWoFQQJfDki9jMu/V4BznOonkgFOL0woE5XAOgK4DNVBAHXBqcVqBoBzOAdA3kQwUUAecWpxWICiHcwD0XXgDBdQBpxanFQjK4RwA/RqTgawccGpxWoFQQJeDfg/UQFYOOLU4rUBQBrTXPr8z77rbN9qX59rUlCUbD33x0dXn78y8Rf0ivYGsHHBqcVqBQAe0k+SkTdq/Uty8fKyAdtr5FoYsLKC730oSpoAeDec4l5UDTi1OKxDwed7/MEkuFEXqbybJ9eNuL+3w5aOXmoduEdDZUEANdBLJAacWpxUI/HDebScb5U1XogzSCi8poL2m3f4PDltYATVQQB1wanFagcAP55Ma0O6FwxZWQA0UUAecWpxWIPDD+YQGdLetgM6DAuqAU4vTCgR+OJ/MgG63EwV0HmTlgFOL0woEfp5PBrT/26vFie69G+0kuXh7kF+ctLF7Nbm4M+hvpY+tX9ppPFg8+nq2ZBbQ/v3XkvU3BvVNjRZoMtzGcMlPXytfc7TyINveO0VA8wf7N4orBt7YzP53I4trUv0tnitofSbEaWZpxaCCMKD738sva0qr9Or17CT9+s384qQfvrd39fyd/Svp3TSSFwa1B9NtpEW9ny2ZPXfxp7cHe/nJ+OGmags0GG7j31VLdpLr2eFleu+P1UP9zfX30gJ/K7PbHy2XHYH2O8nz+TZ3X602rYAK8ZkCuip228mI4k1yN2/UbjsLaxHL/SvlO+biqeJgcPjg/pULwyWz/90ZLlj+UV+gyXAbwy1n/9stHiy30cm7m66d23XrAR3kQU/pjX1uoLfwBrJywKnFaQUCP8+nfAZaNKpb3UkTlXauWKjXvpSvk2Vr+GC3+DN/rvoMtFfPXX2BJsNtlEsWXWysXJ0u6k4LaNna/rtjx7YKqIFOIjng1OK0AoEfzlZA+5vVYWk9oBlffNRO6gFN32KP8jUtoI0FmowHtOjhbrvWyk55Vqo3NaD7V7JHd7899u0kBdRAAXXAqcVpBQI/nK2AFmUqqQV079r6pe3GEWj1NjpnWkAbCzQZD2ixWq/2/j/dYHnwOzWgRV+742f+FVADBdQBpxanFQj8cLYDWqvesHP9reTSzthb+Mbh6fSA1hZoMh7Q7BB0Z29zfWMwsbIR0OxodeIdvAJqoYA64NTitAKBH86HvIUvH+/V3sJ3yrfYzbfwVcw+v2m8ha8t0GQioP13Xxte71StfNhb+OzWxsQ7eAXUQlYOOLU4rUDg57l5EqmTPF9cjvnjO+MHm2MnkTrl9UnZklNPItUXaDIe0P5m7Vi1Wrm4GtQKaPp+/8OJa/cVUANZOeDU4rQCgZ/nvWRKQPMTM+1k/Xr2pv3S6DeWxgNahKtaMuvYREDrm5oM3ejHm7rlp5+134Marny5Zlf+MQpodX1TAwXUQFYOOLU4rUDA5/nYz9m9U/yZHzD2iitEz6V1up+UvcoPS+9fSxfYvj18sFoyOzS8307Opweu/Z/kP403tqnJX/IcbqNcslud+X+ntnKSfe6avmiy/u2d6sHsQHSv+EGm3pRvdZ6cgP5pHAqrFcNpRarFaQUCPc+n/KBycSM76Nu7Vnxrs7yiKXso+xLl6x+nD5z7ePRgseQLP9qptne5V2z1j41N5Qs0GG24etHqS5rpYXHN42q68vVecvG9neGD6YLFF0qzdSdPUZ2YgE70c8kF1UkkB5xanFYgKIczkq3iNNMXPzn0t0Ia7H9/8idQFFDLCr9jpkDaBE4tTisQlMMZyPBXPncnvrRk0puy6EkK6KH3F40C6oBTi9MKBOVwxlF8/z6jZ105OsnWlEUVUAMF1AGnFqcVCMrhjKNbnZPv/2zmde5P+4/MKaAGnLOP04pUi9MKBH6eU5H9GN7H6Z9/+LvZ/lue2dn9qV8TXW5Ap3xweQyWtulp6pyzj9OKVIvTCsRpC2gvaTD55nv7Wvrw6+/NuLnddvnjy+MooOMbLuGcfZxWpFqcViBOW0BXhQI6vuESztnHaUWqxWkFQgFdDgro+IZLdBLJAacWpxUIyuEcAJ1EMlBAHXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUgHP2cVqRanFagcDP85gooAacs4/TilSL0woEfp7H5CQFdJaT5yu2WjWcVqRanFYg8PM8JgrosaxWDacVqRanFQj8PI/JiQnoyn9QGb9jpkDaBE4tTisQlMM5ACcnoCtGAXXAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUAOdRHLAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EAnkRxwanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNdBJJAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADXQSyQGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA51EcsCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQCeRHHBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE10EkkB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANdBLJAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADnURywKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAJ5EccGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANWK3OZqA1xmHdWWgDIvDzPCYKqAHpSaSzFWiTBqT/hJRWICiHcwAUUAPKgJ6tg5apQfpPSGkFgnE4R0ABNWAM6KibZAUl/SektAJBOJxDoIAasAZ08iYBpP+ElFYgCIdzCBRQA0KrRjSpCkq4swasViDw8zwmCqgBn9VYMhXQo+C0AoGf5zFRQA2WZnX2GCxjO4vglP0TnkTw8zwmCqgBfUCPs6FF/51O2T/hSQQ/z2OigBos7SSSAroqOK1A4Od5TBRQAwXUAek/IaUVCPw8j4kCasB3GdNkQEEik5D+E1JagaAbzkFQQA34AjpW0CUcSM4N6T8hpRUIvuEcAwXUgNCq8eZ7Ge/E54ZwZw1YrUDg53lMFFADRqtaNKn6SbmzWK1A4Od5TBRQA0ar0QmgpZwKmh/GncVqBQI/z2OigBpQWi31VPoxoNxZpFYgjjfPe+3zO8d3WMxWUj5tJ+vvLPbV+ts3kg3/agqoBeFJpIF+D9QFpxWIseHcSVIuHP5IDa6Ads7v7F1JLi/y1frvthMFdJGQBlS/SD87nFYgxodz/8MkWb85ur9/JTkySST0stJ93l6wbboDNuZYTQE1YA0o2mAqnFqcViAmhvNuu3HA2W321GD/B3O9+JyrTae/OYOoHwV0sSigDji1OK1ATAb0r/9VLZn7V741S0C71nv8paw2nf0rCmgDznEuKwecWpxWIKYE9P9pjz2fQnAAACAASURBVN60d89/OENAd9tzlXDO1cytKaANOMe5rBxwanFagZgS0Dud5Pk7xZ3+5kb36IBut82zTEtYzUIBHYNznMvKAacWpxWIaQHdHR6C9s7vDAO6d6OdJBdvp7e2b7Q3dq8mF3f6v716fqd/I8nJV7n/WpKsXypPV/e30jVeb6xRPJYtMVot30pz+Sb/cKN9OXuuuERptK36y2Uf3aZkGxqJDtLlzr3X26jfGr5a3TV/hez+pZFI+VQZ0Gq1ajv97RvrN/fSv0PqsX21WrG2XxXQ6cjKAacWpxWIaQHtb5aHoP3Ny4MqoL1Xr2en6NM7nbQuP3xv7+r5f/e9oliDTnko2d88dzutT7nGbjutyv3GGnfyDyrT7efLF6vtV1sZLd8kW/vi394e7F3Jlh9ta+LlxkUHu6++l93cqN0avlp95ayXF3+avsLV/P8NNCSLgFarDbeTaqz//Gc7e5vJ1z+6Xq2Y81xB6zMxFe2YU8ICK0XMtIAOeuXxZC/taBnQ3XZ+HJZXZf9K9d672wxop0hYN+/v/pULk2sUK/SKQHcaD9aXb5I9Vh5lbtRfvfFyVUDrop1su/3NjfqtoXPTtXiF4rmGZPUWvnhwtJ1CJl0q30650QwF9HC0Y04J8wXppDE1oGl+ishcHlQB7RbHpPm90ceCzYDultea7+dXs3erC9Av1T5IzO9VrWsGtL58k1SnOL7rZAsOt9V8uWqjNdHywqbsDffwVvVqzZWrVyii2ZBsBLS2nfLpMrO9ZOwye72FN9BlTA44tTitQEwNaHYIulHeLAKaFqbkkIB2h4eG6cONyzIbZ2K++KidTAb0kMs4hwHNazXcVuPlqqI1RDvDz2NHt4a5rq/cDGhDcuwIdLgdBXQ+FFAHnFqcViCmB7Q4BO1kjSkCun+lKstgYAa0M3pn//ydxmWZtYDuXVu/tD3lCPSQyziNgDZerirauGh5Oml0a1jC+srjAa1JNgM62o4COh+ycsCpxWkFYnpAsy8gbey+Wny6V3Rpag6NgGY5aRx0Du/0t7Lz1dPewh9yudBRAe3VjkCbHS5Op280bo0FtDd5BNqQbAZ0tB0FdD5k5YBTi9MKhBHQNBvnPyzfl5fvjMu89ey38J2qIr30/uhs0Oc3x6M3LaCN5ZvUAlovbePlam/hR6LZuulb8fKSgvJWFdD6ys2ANiTHAjrcjgI6H7JywKnFaQXCCOjoO/Dd6vPK5/M3wP0f3zED2kuGn05u5B8X3hxfo/xz6kmk+vJNhgHtZn+OTkg1Xm600ZHob4Zn50e3hufY6ys3AtqUbAZ0tB0FdD5k5YBTi9MKhBXQ7BA0T8LwMqZk/Xr2DvbS8LT3YHgF0fAypuoSy+ItdbHGh5dHa1gBLT7DHC3fpLoooPh8c/TqjZerriuqi2ZXEaRPp2uNbo2caysfHtDLI8nRdsYvY3q+mX0F1EAnkRxwahFY/flXLz3xwdhjB5+8tfbsyk0mhnM3eaf8Mz/wys5qF20pvupzLu3E/er3mtInh1dB7v2gKN3twd7muTu1NbJADdfIjw/vX0tX275drVZtpbZ8k8zh0s5g72q+2HBbzZfrbyXFtZw10U7yxs7gfvYDd6Nb1as1Vv68nZwvzp0l18ck7xdG5Wqj7XTz/dLvJOVlUNmK9f2K7wTBOJ+CAuqAU2sJVrdaKc0kPsgeak0v4sO/GF867edba9biy2TaDyoXHwF+uzrpXD6wd638DuZm9c3N4tmsHzfKq3v6H72WJC/8qExgtkZ2Z7RG/gXO1z9OHzh3u1ptuJXh8uOki7/xYXpgmZ39rm2r8XLlVzkv10QHg9/+41Y7eeF6/dbo1WorF3/ry70y4DXJcgdsVKtV2yk0zv8xf/hC8eKNI2cF1CB0QP80xnG3R/pPuAyr34/XMm3qE2+bi9+dCOhg8PhFfEApGX4GeoJQQA0iB3S8n8cuKOk/4TKs0vo1mvgwPZ582l5cAXWggM7FKZp9x0YBdbAUq4M3/6JxCHrrn7yogC4IBXQuTtHsOzYLC+ghd+cg8s4a4+DN/+7FWhQffvl/UUAXhQI6F6do9h0bBdTBkgL6yt3aIeitp/6DAroottvltZ0nCAXUILKVAjo/aUDTAD51r7j3cC27Vwb04Ff/rNX60r+4N7p35q+qgNafU0BLeskUFvnj9StAATVY/UmkyU8mlwjqhVe5Q5cV0PSwsvVKce/uU/eGAX300pPvD/78P7TOvF0sd+a7g0d/U55xevzSM/fSBYrwKqCBUEANFNClv+6yWVpAh4egj1/M7zxdPJGX8+DNIpm36vcO3syL+XAtL6cCGggF1EABXfrrLpulBTS79jM/BE0PQIcBvVseiKaVfDr73+Je8Rb+QXVUmt9TQAOhgBoooEt/3WWzvICmkcwOQbMD0CqgaRyfLRfIKnmrvFcENP8CU05WUgU0EAqoQWSryYAec4ORd9YYeUDLQ9C75fFkFtDy7Xn+3Jm30weLT0nzgD5+8Uz9u0oKaCAUUIPIVgro/BQBzQ9Bi082JwJ6VwE9RSigBpGtFND5KQKaH2Y+KE6wDwNaXs1UBrT2Fn6smApoIBRQg8hWCuj8lAFNe/lPXsozWAZ0dHHo3VZ+bVNxLw/owZvDC0d/p5NIsVBADYL/mMghd+eA9J9wiQHNf4Qpv0S+OgtfnZkvzh/dKr+tVJxEGn536fE/v6eAhkIBNQge0MWeHCf9J1zOrzEVmXxQNbF6714ddD5cy/7IfqTpa/cOfvkX1Xn31lffHwwe/Y2uAw2GAmqggK5ca9Es6fdAn87fjZfXzedHl8XvgWYnlt7Pvo/0QbFcxlO/bLXO/NMPBo9eLK5ieiZ76nfp4xNfkF82lMM5AAqoQeSA6geV5+XW8GLOwYMshgdvltd3ZoeUB79IDzu/9HL1NfmX0l7eu9v6b797r3ruye+OVnll4W6HQzmcA6CAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBrBxwanFagcDP85gooAaycsCpxWkFAj/PY6KAGoQ+ibRoOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBrIygGnFqcVCPw8j4kCaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGsnLAqcVpBQI/z2OigBroJJIDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAaycsCpxWkFAj/PY6KAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBrBxwanFagcDP85gooAY6ieSAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIFOIjng1FqR1dmMlbzScaAczgFQQA0UUAecWquwOltj+a92DCiHcwAUUAMF1AGn1gqszp49KQWlHM4BUEANFFAHnFrLt6p1c/kFfbD21L3516YczgFQQA1k5YBTa+lWzWYeVdBbrZIzX/nuPCVUQBlRQA1k5YBTa9lW48U88hj0buvM24PBwe/WWk++v1SzKeDneUwUUANZOeDUWrLVZC+PKujDtSyg2Z8tz8Hk42/65SbAz/OYKKAGsnLAqbX8gM7wUJ0qoNm7+Vdmf6G7TzvNpoGf5zFRQA10EskBpxZvQO+2Ws/O/DoP1xRQXhRQAwXUAafWcq2mvV8/4j38XAH9ZK2lgPKigBoooA44tZZkddh1n4dfEloF9ODNVlnSwaO31lqtr+anlA5+kd4880zx4Wh+5yvvDw7eKs7cPzs4+PVLT90rTuW/kn8IkH2MWlv9CCiHcwAUUAMF1AGnFm1ARwegD7788uDgl3lOH7+Y/m+a1qeLJdOQ/r7I7K38ocd/WSTz960nim08fa+x+lFQDucAKKAGsnLAqUUa0H//jdaZv6oeyM4lFdW8m/fxQeuJD7KYPj18vAxotcDgVrbAYPCLt5urHwV+nsdEATWQlQNOLcKAFhfSv1xdw3S3iGF+feiDtWcGVWPvFifpi4fGAvogP3rNL22qr34U+HkeEwXUQFYOOLWWfhZ+tsdG5HV8/OLwgDE9dqy+nFQU8M+/Wmvlb+TrRRwL6OMXsz/uvjJl9cPAz/OYKKAGsnLAqUV6GdOD4Segj18sDiFLHn3jzDOfFI09JKCDW1liv/PBxOqHg5/nMVFADXQSyQGnFmlAR2+5G6E8+EXrmXvDg9TadfbjAX2Q3n/4zPjqR0E5nAOggBoooA44tVi/ypm+9S4OHdMbZSgfvF12Ml9kdFrov7w9GdCDN5/44O4r46sfBeVwDoACaqCAOuDUovsxkeoypuHHoLdaTxSXgH7ng/Kos1jkVnmMmr9THw9oeuNr3/lgbPUjZSmHcwAUUAMF1AGnFtnP2dW+ifSg1cou48xOy595OXv3/sygEdDq8V9mH5aOAlp+5Jk++0x1o1r9SCiHcwAUUANZOeDUovtB5dEF9OmtJ/9+kF2olJ9Ff/KD8nDy999Ijz0/eb96PD/kzI48H32z9vWl2lv30epHgZ/nMVFADWTlgFOL7D/pUf6gch7F/AqkrIePvlF9fTP70uZX/j59Iv+t0OzxL/2L4jPPt7Il0iPUVtXfB8MfwxutfhT4eR4TBdRAVg44tfQflauBn+cxUUANZOWAU0v/WeMa+HkeEwXUQCeRHHBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE10EkkB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANdBLJAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLWWbfWnKSz3FY8Bfp7HRAE10EkkB5xaS7aa1k/eglIO5wAooAYKqANOrRMb0AdrT90bDA4+eav1yujuMaEczgFQQA0UUAecWssP6AwPjbjVKjnzle8eHsS8mAd/s9ZSQOlRQA0UUAecWmQBHQzuts68nR5Z/m6t9eT7M7zA4xeLgC4EyuEcAAXUQFYOOLXoAvpwLQto9mdrlmPK2QP6+JtHLoKf5zFRQA1k5YBTizag2bv5GdI4e0DvPn3kIvh5HhMF1EBWDji1eAN6t9V69ugXmDmgD9cUUBQKqIGsHHBqnZaAfrLWUkBRKKAGOonkgFNrSVaHXLN0xNVMVUAP3myVJR08emut1fpqfkrp4UutJ7/7IE3mwa9fyj8iLQNa3a0t+/+9tfbswe//Wav1zL3BwVvFuf0jikw5nAOggBosPKBnM467Ec59RapFG9DRAeiDL788OPhlntOHX/5udvOVweO/bLVqAR3eHS37iyyk/+P7g0cvFdu5pSNQGAqowaIDerbiWFvh3FekWqQB/fffaJ35q+qB/BDzzSyAt/KL59/MHrhbD2h1t75s+szT90YLKqA4FFCDxQb0bJ1jbIdzX5FqEQa0uJD+5eoaprtPfJD/kR5WHryZH50+MANaWzbLaH7o+aCVP6iA4lBADRZqNermMQvKua9ItThPImVHj+X9tIPVl5PeTit45pkyrNMC2lhWAaVBATVYeEAnb84B574i1eIMaFq96hPQxy8WR5XlnVZ1OmlaQBvLKqA0KKAGi7RqRPNYBeXcV6RapAEtv9E5yApZnYzPOMjODZ2x3sI3llVAaVBADRZoNZZMBXRFsAY0zV9xNJneKC/0fFBc3vSrtfwZ4y38aFkFlAYF1OCwk0hn3Sxqbc59RarFGtDRx6C3Wk/k79kPvvPB4N9+MFxi6kmk+rIKKA0KqMHyAupfvWZFua9ItWgDmn0Mml+G9HCtdebl7M37M2kFsyQevFkcgeZdTAOaZ7K4W19WAaVBATVQQB1watH9oPLoAvr01pN/P8h+6jM/sf7kB1kFv3Zv8Pu1Z0dfVPp9cQV9dbe27H9Zaz31QXEW/+VBcYj66IgfZMLP85gooAYKqANOLbKAlj+onL87zy9KyrL46But8vKlX//HX6y1vvRyeTq+9WzxR+uV8u6gtmyxpWcfVNs7eGt0CZQFfp7HRAE1WOxJpLH7c2+Kc1+Rauk/KlcDP89jooAaLPgyJvOeD859RarFaQUCP89jooAa6DpQB5xanFYg8PM8Jgqogb6J5IBTi9MKBH6ex0QBNVjoj4mMTgVNnlJywbmvSLU4rUDg53lMFFAD/RqTA04tTisQ+HkeEwXUQL8H6oBTi9MKBH6ex0QBNdAv0jvg1OK0AoGa59vX2kmyfvHj/m9urvaF969s+FboJgWXXWspoAaycsCpxWkFAjPP964ml/7zYNC/307WVxzQbnJ+x7nK/SQ5f9u5jgJqICsHnFqcViAg87zXrrK5f3XFAe1v+pO9f8V5+DlQQE1k5YBTi9MKBGKe77aTjdFt5zvqY9J7oe2uoQK6QGTlgFOL0woEYJ6nB4G1d9Hd1Qa0s9Fxv4dXQBeI/rvwDji1OK1AAIZzr3FCZvedVb727rd30pd3NlsBXSAKqANOLU4rEIDh3JlWsPuvJcn6pezQsL99Y/3m3o0kubgz2L6aJPmD/3Cjfbm/1U7Wi9xmN8vF82eytdN76bFtkm+8lxiV7F7OcnhheP/TdMWL5QmivRvt0Z06kwEd2Y5tY4gCaqCAOuDU4rQCsfrhPO00Tn/z3O20ivkTnTSTP//Zzt5m8vWPrmfn6y/njyUX//b2YK+I3/6VdMF0O+ntrKQXf3q7XK7fSZ7Pt7376tQzRfv/8k4W8OfvlPc7yfXBdrqF7F1979Xrg/6H004xjQe0btvcRsZzBa3PxFS0Y04Jx6rEiWH1AU1zNAxYRadoUTd/pjzH1CsCVVx2lNUy61PxXPFYL186O6DcGS6XpzVbefp77t6FfMPV0WkvX6ebR7k4m1VUedK4sbmGbX0bOQqoEJ8poMtiSkB328XRW1Gq3eIip6KPZaDSsBUNy08B9dqXBtVy1TPl4kXJ+u9OPQAtHh5FspNcGK7ZLaS6Uw5BxwLatK1vo4bewhvIygGnFqcVCIqAdkdFS9t0aECHpfrio+Ii/LGA7l/JD2K/PfVEe/nwMJLVsWe6SvHxacaRAW3a1rZRRwE1kJUDTi1OKxAUn4F2qiTl74pnCejetfVL29OOQNNtXc7PFU2jU0WysbH8FYrwTmcsoE3b2jbqKKAGsnLAqcVpBQIwz7sTZ8iHSerNdgTa38rOuU99C58fCxrv4Hf/umjk6ELU9PBxZ29zfWP04ek0rIAOP/4st1FHATXQWXgHnFqcViAAwzntUe1wrf+z8r1wRi9r0xEBTe92yrfN0wKaPrlhvIMfHpcO38P3330tSV7PLkFKN1OdWTr0LXz6bNO2to06CqiBAuqAU4vTCgRiODcOQbNfYxqeF+9mfx4a0G6SX8mZLW4ENF3hw6nv4Pe/V6Vxt10cRPY3Rx6d5Pk8gv0fT7yVrwU0e7ZpW99GDQXUQAF1wKnFaQUCMpy3kvXr5c1P8/yUB3X9zeyP8cuYsjBW77rzjyoPD2j6wPSPM7ujC5Q6Sdno68OH0lfNpPpblyZWrAU030bDtr6NGgqogQLqgFOL0woEZjh/2k4ufpz++Yd//W/y+1kfbw/2Ns8VVyKV18Tnf2wmWaGyPy7tDPaKH2/KjxbvX0sruH3783Zy/s5wuYzelEs5U7bbX6/e2GfbPnd79FOf+febeu389rnJ+N6vLpL/YivZmGI72saIUx5Q+7/rzTn7OK1ItTitQIDmef+jb6XReeFHw6R99Fp5t7ie6Pwfr2R/XNhtF+fM00ff+DA9Riy+Mtm/kSSvf5w+du52cWL9ci//o7o+c9qb6k795HvOhXw7Bdkae9dq388cURWydo3TyHYwto0hpzugE/0cFZRz9nFakWpxWoHAz/OZGH4GOgP73zcvSBpnq/hU9IufTD1mPc42FFAF9PhwanFagcDP85nwBLQ3+SmmwfBT0d2ZV5l1G6c+oNZ9ztnHaUWqxWkFAj/PZ8IT0K1Zf61u9GPOvbl/lNTahgJq3NdJJAecWpxWICiH8ySOgN6f+feSu9U2s2tR58TahgJq3FdAHXBqcVqBoBzOk2y3y8s0Dyc7kz77f/IorXJxLcDfef8zc0dvQwE17iugDji1OK1AUA7ncfavlKfNj2K3Pfpp417SYOqb9O1r6TOvv9d8cJYVj9rGiQzolFM/82NuubXIDS8K0iZwanFagcDP85gooMva8uJ2UA3SJnBqcVqBwM/zmCigy9ry4nZQDdImcGpxWoHAz/OYKKDL2vLidlAN0iZwanFagcDP85icxIAujikBrW5yzj5OK1ItTisQ+HkeEwXUuK+z8A44tTitQFAO5wAooMZ9BdQBpxanFQjK4RwABdS4r4A64NTitAJBOZwDoIAa9xVQB5xanFYgKIdzAE59QK2T55yzj9OKVIvTCgR+nsdEAVVAjw+nFqcVCPw8j8npDqh+kX4xcGpxWoHAz/OYnPKA2sjKAacWpxUI/DyPiQJqoJNIDji1OK1AUA7nACigBgqoA04tTisQlMM5AAqogQLqgFOL0woE5XAOgAJqoIA64NTitAJBOZwDoIAayMoBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAa6CSSA04tTisQlMM5AAqogQLqgFOL0woE5XAOgAJqoIA64NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGsnLAqcVpBQI/z2OigBrIygGnFqcVCPw8j4kCaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGOonkgFOL0woE5XAOgAJqoIA64NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBrBxwanFagcDP85gooAaycsCpxWkFAj/PY6KAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBTiI54NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmogKwecWpxWIPDzPCYKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmqgk0gOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBrIygGnFqcVCPw8j4kCaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGsnLAqcVpBQI/z2OigBroJJIDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAaycsCpxWkFAj/PY6KAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBrBxwanFagcDP85gooAY6ieSAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIFOIjng1OK0AkE5nAOggBoooA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAKqIEC6oBTi9MKBOVwDoACaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGsnLAqcVpBQI/z2OigBrIygGnFqcVCPw8j4kCaqCTSA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAKqIEC6oBTi9MKBOVwDoACaqCAOuDU4rQCQTmcA6CAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBrBxwanFagcDP85gooAaycsCpxWkFAj/PY6KAGugkkgNOLU4rEJTDOQAKqIEC6oBTi9MKBOVwDoACaqCAOuDU4rQCQTmcA6CAGiigDji1OK1AUA7nACigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIGsHHBqcVqBwM/zmCigBjqJ5IBTi9MKBOVwDoACaqCAOuDU4rQCQTmcA6CAGiigDji1OK1AUA7nACigBgqoA04tTisQlMM5AAroVM5moCWmwLivBqxanFYg8PM8JgroNM5WoEXGIdxXGZxanFYg8PM8JgroJGfroGWa0O2rAk4tTisQ+HkeEwV0glE3+QrKtq9KOLU4rUDg53lMFNAJymq2Rjd5YNtXJZxanFYg8PM8JgroOFU0W/U7LJDtqwpOLU4rEPh5HhMFdIxhMlvVXaTNOFz7aginFqcVCPw8j0ncgJ6dm2L91kK2smBIm8CpxWkFAj/PY6KAHpE+BXQGOLU4rUDg53lMFFAF9PhwanFagcDP85gooAro8eHU4rQCgZ/nMYkb0DmZDChIZCpc+2oIpxanFQj8PI+JAjrOWZ2Fd8OpxWkFAj/PY6KAjlO9/dZ1oLPDqcVpBQI/z2OigE5QRlPfRJodTi1OKxD4eR4TBXSC8hRQbGT/JwAAHJlJREFUS9+FnxlOLU4rEPh5HhMFdJLln0yfG7p9VcCpxWkFAj/PY6KAToM0n5T7KoNTi9MKxArneX/7RvvyCl4k2Vj2i8yAAjoVynoOOPfVgFWL0wrEXPO8k6Sc3ynudLM7yYUjV+r/pJ0kroD2kjrV6x3+Iu+mL7LYgHbL1/e1XwE1kJUDTi1OKxBzzvM/XK018377jVniNti/4qzQYO9K1c1+Z6aA5i+y6CPQ+2m9bzvXUUAN9B+Vc8CpxWkFYt7hvFs7nNz/3s2Z1ulvegOaHutW3dz/X2EB9YdfATVRQB1wanFagThOQNfLbq4koIP/SwH1wTnOFVAHnFqcViDmDuirP28nz9/Jb68moDOigFZwjnMF1AGnFqcViPkDerNXndhZRUD/050Z11BAKzjHuawccGpxWoE4RkCz89P5iaQ8oJ3iRHV25jw9MO1v31i/uXcjSS7uDLavJsmlLINZQLPH1q8X29i70U4XyE7PbN9ob+xezRYeYxjQ32QBnbrVf7jRvtzfaifr7+QLjgJ6/7X0pbJF0tdN8nPzveKP2gs3bqcG597rTeZ3MqDDTWd8+tpwYxnPFbQ+E+I0M09WTh7HCWgWzawsxRHo/tUiM90soJ00aD//2c7eZvL1j64P9oqn0pC9kFZnu51cyhbsvXp90P8w+yQ1XTr54Xt7V89PHGZWAd3+6+ypaVvN1r34t7ezE/ZFzcuA9jfP3R70t/IPavud5PmbQ+vaCzdu7776Xnbz6IDWN50pXs/+SsPrrBRQIT5TQA8nT1FaliwiRUCrN+i9/KPR3XZeol5RmW5el2qJ4rnd9kax1oV8Q9MvJO1UV4EWH7caW72wM3quCminyFue8/TB4l7v8qD5wvXbnWJrRwe0seleLtEd99dbeANZOeDU4rQCcayAZtFKIzI9oMUBXlG+XiOgxXFlt2hiN4uh+cFl8wh0hq1Wm9ptl5/PFvErAtd/N+9u7YVrt/ubxbaPDGhz0518y73qhFqFAmqgk0gOOLU4rUAcL6CD/ESSO6DZo8UHkxmzBLT4DPTorQ4DOjwkrLKaS317+Ilo8cINic7oY80mYwFtbrq4t9tWQGdDAXXAqcVpBeKYAc3eY1+YK6BF0kqODuh/cga0U1WueKOd3k8X6uaf2NZeeFyicTao/kQ9oM1N92pv5GsooAYKqANOLU4rEMcNaHYM97/NF9DqOvzBLAEtX9Uf0DJt2SFi8Q6+/sINiUF2Lj9ZP/It/Nim00PQnb3N8dUUUAMF1AGnFqcViOMGND9uW3cH9PxOeqdsTm+Wt/Apn948equ1gJYr9srcdZKN/B38oP7CDYnsuY/a4x9mDpoB7d0c33T/3deS5PXxA1cF1EBWDji1OK1AHDug2ceg3oB2smx1kufz6vR/fGemgGZfhj90q93imqor5Yn6covd8s904Q+rVx+9cP12/jFr+QoNagHNlmtuetpp+4ECaiIrB5xanFYgjh/Q4nT2YPjWdmvqZUzZY6PLmLLwpUtkV9T3ty4d8l2fWkA7l82t5suUn2dWmyrX7G9WP+e0WR1b1l+4frtTXKt66BFo98L4pnvJ9WniCqiBrBxwanFagZh3nndrxSuvi0yz9t5g76cfpUek397p5tfY94tL7bMPSrPMfJh/eWi7XXzjqNfOz3+fu5P/YNzU60B3r5RHiIMvbmQvMm2r2R/pVveuFhb3kypv2W/Q7W2eq3rYG75E7YXrtzvJGzuD+1N+87na5OCLrWRjfNPVz4WWX4SqUEANfFZ/GofCamVwanFagZhvnncbPzFcnJzJfhc0Wf/RTi+5+N4/5pcHnf/jlfy3lnfb1dL59yZff69cb+9a8YXI8mKiiXKN/6Byf+pW00ff+DB95fz8eX4mvXiL3f/otSR54UfDj1D3rwzfa1cv3Lz923/caicvTBxPdusS6+VHpaNN929UzzXeyiugBq6TSBP9XFZBOfcVqRanFQj8PD8us/5Eyf73Z/09Eh9bxf/3+OInjWNoBdRAAXXAqcVpBQI/z4/LrAHtXVrKy3erbu42tq+AGngDeuj9hcG5r0i1OK1A4Of5cZk1oFtL+W/NFV+mz+jpLfwsKKAOOLU4rUDg5/lxmTGg972/zDwbw5Np/Z81HldADVxWCijaYBqcViDw8/y4bLerM/Umvdp/f2TBpPm++HH65x/+Tl/lnAkF1AGnFqcVCPw8r9E87T7TL8uXp90P/68q77anfsd9MRbb15LalQUVpzSgU876HJPlbr7aMGkTOLU4rUDg53lMFNAFJ245m682TNoETi1OKxD4eR4TBdSiNV/iZt38fFsnbQKnFqcVCPw8j4kCaqGAzg6nFqcVCPw8j8kpDejR6DImB5xanFYg8PM8JgqogQLqgFOL0woEfp7HRAE10GVMDji1OK1A4Od5TBRQAwXUAacWpxUI/DyPiQJq4A3ooSeVMFarg1OL0woEfp7HRAE1UEAdcGpxWoHAz/OYKKAGvv+o3Ir6SbqvSLU4rUDg53lMFFAD/Vc5HXBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQCeRHHBqcVqBoBzOAVBADRRQB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE10EkkB5xanFYgKIdzABRQAwXUAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANdBLJAacWpxUIyuEcAAXUQAF1wKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADnURywKnFaQWCcjgHQAE1UEAdcGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAVg44tTitQODneUwUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAJ5EccGpxWoGgHM4BUEANFFAHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATWQlQNOLU4rEPh5HhMF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATXQSSQHnFqcViAoh3MAFFADBdQBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA1k5YBTi9MKBH6ex0QBNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA10EskBpxanFQjK4RwABdRAAXXAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUANZOeDU4rQCgZ/nMVFADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUAOdRHLAqcVpBYJyOAdAATVQQB1wanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EBWDji1OK1A4Od5TBRQA1k54NTitAKBn+cxUUANZOWAU4vTCgR+nsdEATWQlQNOLU4rEPh5HhMF1EAnkRxwanFagaAczgFQQA0UUAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNZCVA04tTisQ+HkeEwXUQFYOOLU4rUDg53lMFFADWTng1OK0AoGf5zFRQA1k5YBTi9MKBH6ex0QBNdBJJAecWpxWICiHcwAUUAMF1AGnFqcVCMrhHAAF1EABdcCpxWkFgnI4B0ABNVBAHXBqcVqBoBzOAVBADWTlgFOL0woEfp7HRAE1kJUDTi1OKxD4eR4TBdRAVg44tTitQODneUwUUANZOTibgZaYgHRnYcDP85gooAY6iTQ7ZyvQIk04dxYIyuEcAAXUQAGdlbN10DJ1GHcWDMrhHAAF1EABnZFRN9kKSrizcFAO5wAooAYK6IzUqqmA8kI5nAOggBrIajYa0eQqKN/OAoKf5zFRQA1kNRNjyVRAWcHP85gooAa8VmfJqPuhXSZA/UPRgZ/nMVFADXit0E0apyGIlhkH9O/EB36ex0QBNeA9iYRu0jgNQbTMOKB/Jz4oh3MAFFADBXRWGoJomXFA/058UA7nACigBrwBpWK8UUzJottZSCiHcwAUUAMFdDbO6iz8iYByOAdAATWQ1Ww03idzvWnm21lA8PM8JgqogaxmpBZNrn4y7iwc+HkeEwXUQFYzMjpXw3bWhnBn4cDP85gooAaymhXas96MOwsGfp7HRAE10Emk2aHMJ+vOAkE5nAOggBoooA4I6zmg3VkYKIfz3HSSjPWb6c3+VjtJXri+8/nN8rn+9rX0uRd+tGOs+4ffXmtvNLe2Xq27l676+u3BDPcqFFADBdQBpxanFQjK4Tw//c0keSe7sX91/Xoat6tJFcH77XPvZRXNH5/C1n9/NUkaAe0N1+21L+z0t2a5N0QBNVBAHXBqcVqBoBzOx6BbHn9uljGsjiK7yfni0DN95vL0VfevNAKa3i3X3W1n6/Y3n79z1L0RCqiBrBxwanFagcDP88VSBnS3XRZt/3t5BEdHk+lTzQPNIWMB3fphu1ynUyS3m1w46t4IBdRAVg44tTitQODn+WIpAzoK5qfZn2kbR4HrJOOHiwXNgPYu7ZYBHf2ZrXfYvRoKqIGsHHBqcVqBwM/zxTI8Ak3OFSd28pNI3frHm71k+pv4RkD3v3+nimO3DG7x/GH3aiigBrJywKnFaQUCP88Xy+gz0GR0tii9VzvLk8b1/LRT8Y0IdjaGR5fVEWvx6elh93KeK2h9JqaiHXNKWPDMJiVoQLMaJsm5j4sH0zu1d9jNe4P648OA9i4M356nbSx6m964cOi9AgX0cLRjTgmLn9yMRA3ooH8juyT0Yv4+3h3Q/X95Z+6AFugtvIEuY3LAqcVpBYJyOB+D7ujN+vbV7KL67KpQd0A72Q0FdBkooA44tTitQFAO52NQC+ig/1E7yU8YeQPay2OogC4DWTng1OK0AoGf54ulHtDs+5xJFsuJk0gXpqw5Cmj+Bn5QO4lURDJ9/vLh92oooAaycsCpxWkFAj/PF0t1GdM7w/vF1Uaey5i6yYi0j7qMaZHIygGnFqcVCPw8XyxVQC+V94uyzXEhff0ieV1Ivzhk5YBTi9MKBH6eL5YqoK+Wb9n7m+s3B4139hMHiwPjiV19lXMJ6CSSA04tTisQlMP5GAy/iVReK98rP6Tcqg47Z/4xkVFA9WMiC0QBdcCpxWkFgnI4z0/2DaTsC0i77ey3QPMfsSvL9mnxc3b328bP2eXrXNpp3B/+ZF3yxk55KHvEvSEKqMFiA/qnMea2otxXpFqcViDw83yRDH9QefedwR9utBu/n9z/6LX0uW9dN35QuTc8aVQxCuhg92p1Tf5R9yoUUIOFBnS8n3MXlHNfkWpxWoHAz/OYKKAGC7VSQBFwWoHAz/OYKKAGiw7oIXcdcO4rUi1OKxD4eR4TBdRAAXXAqcVpBQI/z2OigBoooA44tTitQODneUwUUINFn0Q65K4Dzn1FqsVpBQI/zyH0kgbTr6w/DtCATp5bIaK12M2dmL/3YkENrQwFtMYpDejSUUAtFNBFgBpaGQpoDQV0OSigFgroIkANrQwFtIYCuhwU0BVxSv/eqKGVoYDWUECXg04iGegsvANOLU4rEPh5HhMF1EABdcCpxWkFAj/PY6KAGiigDji1OK1A4Od5TBRQA10H6oBTi9MKBH6ex0QBNdCvMTng1OK0AoGf5zFRQA0UUAecWpxWIPDzPCYKqIF+UNkBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmqg/6yxA04tTisQlMM5AAqogQLqgFOL0woE5XAOgAJqoIA64NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGsnLAqcVpBQI/z2OigBrIygGnFqcVCPw8j4kCaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGOonkgFOL0woE5XAOgAJqoIA64NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBrBxwanFagcDP85gooAaycsCpxWkFAj/PY6KAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBTiI54NTitAJBOZwDoIAaKKAOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmogKwecWpxWIPDzPCYKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmqgk0gOOLU4rUBQDucAKKAGCqgDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBrIygGnFqcVCPw8j4kCaiArB5xanFYg8PM8JgqogawccGpxWoHAz/OYKKAGsnLAqcVpBQI/z2OigBroJJIDTi1OKxCUwzkACqiBAuqAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAaycsCpxWkFAj/PY6KAGsjKAacWpxUI/DyPiQJqICsHnFqcViDw8zwmCqiBrBxwanFagcDP85gooAY6ieSAU4vTCgTlcA6AAmqggDrg1OK0AkE5nAOggBoooA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAKqIGsHHBqcVqBwM/zmCigBrJywKnFaQUCP89jooAayMoBpxanFQj8PI+JAmogKwecWpxWIPDzPCYKqIFOIjng1OK0AkE5nAOggBoooA44tTitQFAO5wAooAYKqANOLU4rEJTDOQAtIU436Cm4Gk7JX3P1oIdvq/Xcc2iDacjKAafWjFboGbgaTslf8zTy3HNog2nIygGnFqcVCAU0LJzjXFYOOLU4rUAooGHhHOeycsCpxWkFQgENC+c4l5UDTi1OKxAKaFg4x7msHHBqcVqBUEDDwjnOZeWAU4vTCoQCGhbOcS4rB5xanFYgFFAhhJgTBVQIIeZEARVCiDlRQIUQYk4UUCGEmBMFVAgh5kQBFUKIOVFAhRBiThTQOOxdS5LXb08+tn5x+GB/M8m4gBMae3DqIqu3gu4mW2tMhGNndZOKC1McTxsKaBh67Qs7/a31m/XHysG+vlEtU9y9OWX11QiNPTh1kdVbQXeTrTUmwrGzyl5mbEw6njoU0Cjsts/vZMP7+Tv1x97YGfQ/TJLywf67Kxzm04TGHpy6yOqtoLvJ1hoTYdlZr79X3OgWjwJ2FhMKaBQ6yeXsj279vdTW8BjhcnHjElho7MGpi6zeCrqbbK0xEZKd9VEZ0/5m8SBgZzGhgAZht128idptjw4X+v97+edmMQNWfAA6KTT24NRFVm8F3U221sQBKMXOqj2Z/7+dU34AqoBGoVu+/9y/kmxMPFkeSaSHWK//bAcp1HzwUOcVWlUgdtNhWg0Rup1VPAfYWVQooEHolIM9PYy6PP5c+tjGoPr4f/1HqxnuU4WaDx7mvEqrEshuOkSrKUK2s/avXJh0PIUooDFIB/L5nfLGxGdk+1eK5wb9P/wf7aRcECHUfPBQ5xVaVSB20+FaNRG2ndWrDkpXvrO4UEBjcPhgr11j0t9azSV7JzCgiN10pFYlwrazOrWPRVe7s7hQQGNw2GDfv9J4A9ZNVvEh2skLKGQ3Ha1VimhncaKAxuCwwd69ML7oCj5EO3kBheymo7VKEbKd1WteOL/KncWFAnqi2b+Sfw0kHeedcrCnj4wN5d63xz6f6q1kBk4Vaj5oO6/WKge0mwoO3ROFCNXOGnTGPvRc5c6iQgE90YwCal5ysjsehvG3X0vihF3GhNpNBYfuiUKEaWdN7ptV7iwqFNAgWBc9774+cQ10eQk0QojyQvr8Pmo3Va915CXrRDtr4h38ancWFQpoFKZ/028Yhv9/9FhvNdecnJyvckJ302FaDRGanTWYfAe/2p3FhAIahem/3VGGoZ993bv/fxefaF1bzZfvTs6PiUB3k601JsKyswb1N+yQncWEAhqGXvLGTn+zeG/V38o//99tV788lk2Bbv6Nke3vr+oXJacINR8cv4eywu4mU2tchGNn5Q8PJTA7iwgFNA67V5Ok+lHgfLB/PgxDcS32jfRG9WNkEKHxB8fvYazQu8nQmhRh2Fk5o3fwoJ3FgwIqhBBzooAKIcScKKBCCDEnCqgQQsyJAiqEEHOigAohxJwooEIIMScKqBBCzIkCKoQQc6KACiHEnCigQggxJwqoEELMiQIqhBBzooCKSDxYe+oe2kGcIhRQcUJ40KpjdFIBFStFARUnhkcvVt08uKVOCgYUUHFyuDU88Hz8z8cC+vibri05FxdiOgqoODmMAjr4P8cCevdp15aciwsxHQVUnBxuWR99Dh6uuYroXFwIAwVUnByGAf1/P2g+8clay1NE5+JCWCig4uQwDOi/LQL68KXWk9998MrBW8WZ+WcHB79+KV3i4JO3zrz9KH3wq/cGn7zUaj2Tr3Twi7VW60x6e7T4YPDorfTBr74P+xuJE44CKk4OVUA/+ad5QB9++buDg1+2XsmfyQ4pH/9lfn3TrbXWmf/5f7r36M3Wf/OrlwePXspT+fjFM28PDt4sDj1vlUegD778craF9Bkh5kEBFSeHW9VVoE/kAc2vZTp4cxTQweBuntiHa3lVHxRlLB4r/vdBsWq5+MO1bLGqqkK4UUDFyaF5BHrwZt7HB9MCWjxT1PJBkc61ZwbDZ8rF7xYhvqtDUDEnCqg4OYx9Bnor/0izfOaogGb8+VdrrVpA00PPEgVUzIcCKk4OY2fhH7/Yqs4AzRLQR98488wn9SPQxy8+8cHkiwgxOwqoODmMXwdanFif7S38wS+ys/EPmwHVkac4HgqoODnUA/q7vH0H6ZvyrJJHB7RYohHQ9C38K8XGHiikYi4UUHFyqAU0+zJ8/klokcQjA5q+3X9lMH4S6VbrifwDgIPv6K28mAsFVJwcagG99Wzxf+lhZPMINLs3fhlT+tjUgKbLnXk5e3f/DOAvIyKggIoTw8MXyyPGwZ/fKg47v3Zv8Pu1LKPZkeejb2ZvyrMn7uZfMzq4VfzxZqv1cnm0+ftvpM9/8n61+ODBWn4S/kkdgIr5UEDFCWHyB5V//R9/sdb60svZkwdvZZc05aflW1/Lr0566j/kd55+uFZ+y/OtVusrf5/W9Mn3q8UH2Zn51uhaKCG8KKBCCDEnCqgQQsyJAiqEEHOigAohxJwooEIIMScKqBBCzIkCKoQQc6KACiHEnCigQggxJwqoEELMiQIqhBBzooAKIcScKKBCCDEnCqgQQsyJAiqEEHOigAohxJwooEIIMScKqBBCzIkCKoQQc6KACiHEnPxX9/BwUNMMIE4AAAAASUVORK5CYII=" width="672" /></p>
<pre class="r"><code>export_summs(fit1, fit2, error_format = &quot;[{conf.low}, {conf.high}]&quot;, to.file = &quot;pdf&quot;, file.name = &quot;Results.pdf&quot;)</code></pre>
<table class="huxtable" style="border-collapse: collapse; margin-bottom: 2em; margin-top: 2em; width: 50%; margin-left: auto; margin-right: auto;  ">
<col><col><col><tr>
<td style="vertical-align: top; text-align: center; white-space: nowrap; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: center; white-space: nowrap; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt; padding: 4pt 4pt 4pt 4pt;">Model 1</td>
<td style="vertical-align: top; text-align: center; white-space: nowrap; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.4pt 0pt; padding: 4pt 4pt 4pt 4pt;">Model 2</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">(Intercept)</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">2.02 ***</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">-0.03&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[1.24, 2.81]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.96, 0.91]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">Cooperative_professionalism</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.26 **&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.63 ***</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[0.10, 0.42]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[0.35, 0.90]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">Hierarchic_rigidity</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">-0.36 ***</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">-0.26 *&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.49, -0.23]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.47, -0.05]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">Meritocratic_professionalism</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.34 ***</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.49 ***</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[0.19, 0.49]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[0.24, 0.73]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">Company_Age_Log</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.14 **&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">-0.04&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[0.05, 0.24]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.21, 0.13]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">Number_Employees_Log</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.00&nbsp;&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.04&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.04, 0.04]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">[-0.02, 0.10]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">ISO_14000</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.50 ***</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">0.14&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;"></td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 4pt 4pt 4pt 4pt;">[0.25, 0.75]&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 4pt 4pt 4pt 4pt;">[-0.26, 0.54]&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">N</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">72&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; padding: 4pt 4pt 4pt 4pt;">81&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top; text-align: left; white-space: nowrap; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 4pt 4pt 4pt 4pt;">R2</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 4pt 4pt 4pt 4pt;">0.77&nbsp;&nbsp;&nbsp;&nbsp;</td>
<td style="vertical-align: top; text-align: right; white-space: nowrap; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 4pt 4pt 4pt 4pt;">0.63&nbsp;&nbsp;&nbsp;&nbsp;</td>
</tr>
<tr>
<td colspan="3" style="vertical-align: top; text-align: left; white-space: normal; padding: 4pt 4pt 4pt 4pt;"> *** p &lt; 0.001;  ** p &lt; 0.01;  * p &lt; 0.05.</td>
</tr>
</table>

<pre class="r"><code>stargazer(fit1, fit2, type = &quot;html&quot;, out = &quot;Results.doc&quot;)</code></pre>
<p>Test Chow. Analyzing whether the two regressions (Class Reactive and Class Resilient) are equal.</p>
<pre class="r"><code>Data.R_Class1 &lt;- drop_na(Data.R_Class1)
Data.R_Class2 &lt;- drop_na(Data.R_Class2)
y1 &lt;- subset(Data.R_Class1, select = c(Employee_satisfaction_and_appreciation))
x1 &lt;- subset(Data.R_Class1, select = c(Cooperative_professionalism,
                                         Hierarchic_rigidity,
                                         Meritocratic_professionalism,
                                         Company_Age_Log, Number_Employees_Log,
                                         ISO_14000)
                                        )
y2 &lt;- subset(Data.R_Class2, select = c(Employee_satisfaction_and_appreciation))
x2 &lt;- subset(Data.R_Class2, select = c(Cooperative_professionalism,
                                         Hierarchic_rigidity,
                                         Meritocratic_professionalism,
                                         Company_Age_Log, 
                                         Number_Employees_Log, 
                                         ISO_14000)
                                        )
chow.test.r &lt;- chow.test(y1,x1,y2,x2)
print(chow.test.r)</code></pre>
<pre><code>##     F value       d.f.1       d.f.2     P value 
##   2.3219394   7.0000000 139.0000000   0.0285767</code></pre>
<p>###APPENDIX A: Samples Heterogeneity Between Correlational Classes</p>
<p>Loading the database.</p>
<pre class="r"><code>Data &lt;- read_sav(&quot;Organizational_Culture_CCA_CLUSTER.sav&quot;)</code></pre>
<pre class="r"><code>Data &lt;- Data %&gt;%
    mutate(CCA = case_when(Original_CCA == 1 ~ &quot;Reactive&quot;,
                           Original_CCA == 2 ~ &quot;Resilient&quot;),
           PCoop = case_when(PCoop == 1 ~ &quot;High&quot;,
                             PCoop == 0 ~ &quot;Low&quot;),
           Rig = case_when(Rig == 1 ~ &quot;High&quot;,
                             Rig == 0 ~ &quot;Low&quot;),
           PMerit = case_when(PMerit == 1 ~ &quot;High&quot;,
                             PMerit == 0 ~ &quot;Low&quot;),
           Value = case_when(Value == 1 ~ &quot;High&quot;,
                             Value == 0 ~ &quot;Low&quot;))</code></pre>
<pre class="r"><code>Data %&gt;% 
  ggplot(aes(x = factor(CCA), fill = factor(PCoop))) +
  geom_bar(position = &quot;fill&quot;) +
  scale_y_continuous(name = &quot;Within group Percentage&quot;
                     , labels = scales::percent) +
  xlab(&quot;CCA&quot;) + 
  theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>Data %&gt;% 
  ggplot(aes(x = factor(CCA), fill = factor(Rig))) +
  geom_bar(position = &quot;fill&quot;) +
  scale_y_continuous(name = &quot;Within group Percentage&quot;
                     , labels = scales::percent) +
  xlab(&quot;CCA&quot;) + 
  theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>Data %&gt;% 
  ggplot(aes(x = factor(CCA), fill = factor(PMerit))) +
  geom_bar(position = &quot;fill&quot;) +
  scale_y_continuous(name = &quot;Within group Percentage&quot;
                     , labels = scales::percent) +
  xlab(&quot;CCA&quot;) + 
  theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>Data %&gt;% 
  ggplot(aes(x = factor(CCA), fill = factor(Value))) +
  geom_bar(position = &quot;fill&quot;) +
  scale_y_continuous(name = &quot;Within group Percentage&quot;
                     , labels = scales::percent) +
  xlab(&quot;CCA&quot;) + 
  theme(text=element_text(family=&quot;serif&quot;, face=&quot;plain&quot;, size=10))</code></pre>
<p><img 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" width="672" /></p>
<div id="r-markdown" class="section level2">
<h2>R Markdown</h2>
<p>This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see <a href="http://rmarkdown.rstudio.com" class="uri">http://rmarkdown.rstudio.com</a>.</p>
<p>When you click the <strong>Knit</strong> button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:</p>
</div>
<div id="including-plots" class="section level2">
<h2>Including Plots</h2>
<p>You can also embed plots, for example:</p>
<pre class="r"><code>tmp &lt;- installed.packages()
installedpkgs &lt;- as.vector(tmp[is.na(tmp[,&quot;Priority&quot;]), 1])
save(installedpkgs, file=&quot;installed_old.rda&quot;)</code></pre>
<p>Note that the <code>echo = FALSE</code> parameter was added to the code chunk to prevent printing of the R code that generated the plot.</p>
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